Live dataset, updated weekly
Best MCP Servers: The Live Leaderboard & Comparison Tool
Every Model Context Protocol (MCP) server, ranked by real adoption, GitHub growth, maintenance, and security, not opinion.
- 240
- Servers tracked
- 602.4k
- Combined GitHub stars
- 11
- Categories
- 4
- Data sources
Data from the official MCP Registry, GitHub, and npm/PyPI, refreshed . No server pays to be listed or ranked.
As of June 30, 2026, this is a live, free MCP servers list ranking the best and most popular Model Context Protocol servers by real data. zplatform.ai tracks publicly listed MCP servers in the official MCP Registry that have a working install method and real adoption (240 ranked today, 602.4k combined GitHub stars). An MCP server is a program that exposes tools, data, and prompts to AI apps like Claude, Cursor, and ChatGPT through MCP - the open standard Anthropic released in November 2024. Ranked by adoption, growth, maintenance, and security, not opinion - and the list grows automatically as new servers are published. How we choose and rank →
The best MCP servers as of June 30, 2026, ranked by zplatform.ai's composite score (adoption, growth, maintenance, trust and security):
- mcp-server-browser - Search & Web, 37.4k GitHub stars, quality score 94/100.
- mcp-server-commands - Developer Tools, 37.4k GitHub stars, quality score 94/100.
- mcp-server-filesystem - Productivity, 37.4k GitHub stars, quality score 94/100.
- mcp-server-search - Search & Web, 37.4k GitHub stars, quality score 94/100.
- Chrome DevTools MCP - Developer Tools, 44.7k GitHub stars, quality score 92/100.
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The Best MCP Servers, Ranked
Every Model Context Protocol server that clears our quality gate and adoption floor, scored on a transparent composite of adoption, growth, maintenance, trust and security. Sort by any column, or switch to "Most Popular" for raw GitHub stars.
| Compare | # | Server | GitHub Stars | 30-day Trend | Weekly Downloads | Last Updated | Official | Security | Transport | Quality |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 37.4k | 0% | 917 | 12d ago | ✓ Official | No known advisory | stdioSSEStreamable HTTP | 94 | ||
| As of the latest update, the mcp-server-browser MCP server has 37.4k GitHub stars, 917 weekly npm downloads, was last updated 12d ago, and is an official, first-party server in the MCP Registry. Our take: Part of ByteDance's UI-TARS toolkit, this server gives an AI browser-use control. It is well-engineered and rides a 37k-star repo, but it is one of four reference servers in a monorepo, so treat the star count as the repo's, not this single tool's. MCP server for browser use access CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / SSE / Streamable HTTP. Distributed as npm, npm, npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 2 | 37.4k | 0% | 169 | 12d ago | ✓ Official | No known advisory | stdioSSEStreamable HTTP | 94 | ||
| As of the latest update, the mcp-server-commands MCP server has 37.4k GitHub stars, 169 weekly npm downloads, was last updated 12d ago, and is an official, first-party server in the MCP Registry. Our take: ByteDance's server for running arbitrary shell commands from an AI. Genuinely useful for agentic dev work and inherently dangerous: it hands an assistant a terminal, so sandbox it and never point it at a machine you care about unsupervised. An MCP server to run arbitrary commands CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / SSE / Streamable HTTP. Distributed as npm, npm, npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 3 | 37.4k | 0% | 279 | 12d ago | ✓ Official | No known advisory | stdioSSEStreamable HTTP | 94 | ||
| As of the latest update, the mcp-server-filesystem MCP server has 37.4k GitHub stars, 279 weekly npm downloads, was last updated 12d ago, and is an official, first-party server in the MCP Registry. Our take: A clean filesystem-access server from ByteDance's UI-TARS project. Reading and writing local files is the bread-and-butter MCP use case; scope it to a project directory rather than your whole disk. MCP server for filesystem access CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / SSE / Streamable HTTP. Distributed as npm, npm, npm. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 4 | 37.4k | 0% | 74 | 12d ago | ✓ Official | No known advisory | stdioSSEStreamable HTTP | 94 | ||
| As of the latest update, the mcp-server-search MCP server has 37.4k GitHub stars, 74 weekly npm downloads, was last updated 12d ago, and is an official, first-party server in the MCP Registry. Our take: ByteDance's web-search server, part of the UI-TARS toolkit. A solid way to give an assistant fresh search results, though you will want to confirm which search backend it calls before relying on it. MCP server for web search operations CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / SSE / Streamable HTTP. Distributed as npm, npm, npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 5 | 44.7k | 0% | 3.1M | yesterday | ✓ Official | Patched | stdio | 92 | ||
| As of the latest update, the Chrome DevTools MCP MCP server has 44.7k GitHub stars, 3.1M weekly npm downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Our take: Google's own MCP server for Chrome DevTools. It lets an assistant inspect the DOM, read console and network logs, and drive a real Chrome instance for debugging and performance audits. First-party, actively maintained, and the obvious pick if you want an AI to debug a live page. MCP server for Chrome DevTools CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Known security advisories
Alternatives in Developer Tools | ||||||||||
| 6 | 42.5k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 91 | ||
| As of the latest update, the mcp-server MCP server has 42.5k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: Connects an AI to Puter, a web-based operating system, to manage files, sites, and workers. Broad surface area is the appeal and the caution: review exactly what you are granting before you wire it in. Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 7 | 22.9k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 91 | ||
| As of the latest update, the Oh My Posh Validator MCP server has 22.9k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Validate oh-my-posh configurations and segment snippets against the official schema. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Other | ||||||||||
| 8 | 22k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 91 | ||
| As of the latest update, the Skyvern MCP server has 22k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: A vision-plus-LLM browser-automation agent that navigates, clicks, and fills forms. Popular for scraping and RPA-style flows. Powerful, but autonomous browsing on live sites deserves guardrails and respect for each site's terms. AI-powered browser automation - navigate, click, fill forms, and extract data from any website. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 9 | 67.2k | 0% | 211.9k | today | Community | No known advisory | stdio | 90 | ||
| As of the latest update, the Scrapling MCP Server MCP server has 67.2k GitHub stars, 211.9k weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. Our take: A stealth web-scraping server with real-browser and Cloudflare-bypass modes, and the highest star count in this list. Capable, but the bypass features put the ethical and legal burden squarely on you. Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi, oci. Installation Recent releases
Alternatives in Cloud | ||||||||||
| 10 | 21.7k | 0% | 3k | today | Community | No known advisory | stdio | 90 | ||
| As of the latest update, the Codebase Memory MCP server has 21.7k GitHub stars, 3k weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Codebase knowledge graph for AI agents - 159 languages, sub-ms queries, 99% fewer tokens. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm, pypi. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 11 | 6.5k | 0% | - | 25d ago | ✓ Official | No known advisory | stdioStreamable HTTP | 90 | ||
| As of the latest update, the Airweave Search MCP server has 6.5k GitHub stars, was last updated 25d ago, and is an official, first-party server in the MCP Registry. MCP server for searching Airweave collections with natural language queries. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 12 | 6k | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 90 | ||
| As of the latest update, the XcodeBuildMCP MCP server has 6k GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. Our take: Build, run, and manage Xcode projects and simulators from an AI. The go-to server for iOS and macOS development workflows, and one of the few that meaningfully helps native Apple developers. XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Productivity | ||||||||||
| 13 | 6k | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 90 | ||
| As of the latest update, the XcodeBuildMCP MCP server has 6k GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 14 | 21.2k | 0% | - | 1mo ago | ✓ Official | Not checked | Streamable HTTP | 89 | ||
| As of the latest update, the Agent Skills Search Server MCP server has 21.2k GitHub stars, was last updated 1mo ago, and is an official, first-party server in the MCP Registry. Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Search & Web | ||||||||||
| 15 | 89 | 0% | 90k | 5d ago | ✓ Official | No known advisory | stdio | 89 | ||
| As of the latest update, the mcp-server MCP server has 89 GitHub stars, 90k weekly npm downloads, was last updated 5d ago, and is an official, first-party server in the MCP Registry. MCP server for SAPUI5/OpenUI5 development CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 16 | 35.2k | 0% | - | today | ✓ Official | Not checked | Streamable HTTPSSE | 88 | ||
| As of the latest update, the PostHog MCP Server MCP server has 35.2k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: PostHog's official server for product analytics, feature flags, and experiments. First-party and a genuinely good way to let an AI answer questions about your analytics instead of you building dashboards by hand. Official PostHog MCP Server for product analytics, feature flags, experiments, and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 17 | 6.3k | 0% | 5.5k | 5d ago | ✓ Official | Patched | stdio | 88 | ||
| As of the latest update, the Windows-MCP MCP server has 6.3k GitHub stars, 5.5k weekly pypi downloads, was last updated 5d ago, and is an official, first-party server in the MCP Registry. Our take: A computer-use server that lets an AI control the Windows desktop. Impressive and genuinely risky: this is full desktop automation, so run it in a VM or sandbox, never on your daily driver. An MCP Server for computer-use in Windows OS CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Known security advisories
Alternatives in Developer Tools | ||||||||||
| 18 | 3.4k | 0% | - | today | ✓ Official | No known advisory | stdio | 88 | ||
| As of the latest update, the Microsoft Fabric MCP Server MCP server has 3.4k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. MCP tools for interacting with Microsoft Fabric CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget, npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 19 | 3.3k | 0% | 9.6k | yesterday | ✓ Official | No known advisory | stdio | 88 | ||
| As of the latest update, the basic-memory MCP server has 3.3k GitHub stars, 9.6k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Our take: Local-first knowledge management that syncs to plain Markdown files. One of the cleaner approaches to persistent AI memory: your data stays human-readable on disk instead of locked in a vector store. Local-first knowledge management with bi-directional LLM sync via Markdown files. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 20 | 15.3k | 0% | 101.4k | 5d ago | Community | Patched | stdio | 87 | ||
| As of the latest update, the Figma-Context-MCP MCP server has 15.3k GitHub stars, 101.4k weekly npm downloads, was last updated 5d ago, and is a community server in the MCP Registry. Our take: Gives a coding agent structured access to your Figma files so it can implement designs in code. The most-used design server here, and a real time-saver for design-to-code, though output still needs a human pass. Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Known security advisories
Alternatives in Design | ||||||||||
| 21 | 3k | 0% | 26.4k | 4d ago | ✓ Official | No known advisory | stdio | 87 | ||
| As of the latest update, the DBHub MCP server has 3k GitHub stars, 26.4k weekly npm downloads, was last updated 4d ago, and is an official, first-party server in the MCP Registry. Our take: A token-efficient, multi-database server (Postgres, MySQL, SQLite and more) from Bytebase. The lean design is the selling point: it keeps schema context small so the AI spends fewer tokens to query your data. Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Databases | ||||||||||
| 22 | 3.0k | 0% | - | today | ✓ Official | No known advisory | stdio | 87 | ||
| As of the latest update, the agent-device MCP server has 3.0k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: Lets agents inspect, control, and debug real iOS, Android, and desktop devices. A strong fit for automated mobile and cross-platform testing workflows. Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 23 | 2.8k | 0% | - | today | ✓ Official | No known advisory | stdioStreamable HTTP | 87 | ||
| As of the latest update, the Supabase MCP server has 2.8k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: Supabase's official server: query your database, manage projects, and run SQL through an AI. Convenient, but it is database access, so use a scoped key and a read-only role unless you truly need writes. MCP server for interacting with the Supabase platform CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Databases | ||||||||||
| 24 | 2.5k | 0% | - | 9d ago | ✓ Official | No known advisory | stdio | 87 | ||
| As of the latest update, the brightdata-mcp MCP server has 2.5k GitHub stars, was last updated 9d ago, and is an official, first-party server in the MCP Registry. Our take: Bright Data's server for large-scale web search and extraction through their proxy network. Strong for serious data collection, but it is a commercial data service, not a free scraper. Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 25 | 5.8k | 0% | - | 28d ago | ✓ Official | Not checked | Streamable HTTP | 86 | ||
| As of the latest update, the strata MCP server has 5.8k GitHub stars, was last updated 28d ago, and is an official, first-party server in the MCP Registry. MCP server for progressive tool usage at any scale (see https://klavis.ai) CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Other | ||||||||||
| 26 | 4.9k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 86 | ||
| As of the latest update, the mockserver MCP server has 4.9k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Distributed as oci. Installation Recent releases
Alternatives in DevOps & Monitoring | ||||||||||
| 27 | 4.6k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 86 | ||
| As of the latest update, the exa MCP server has 4.6k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Our take: Exa's AI-native web search and crawling, built specifically for agents, with a newer code-search tool. Fast and well-suited to grounding answers; it is a paid API, so factor in usage costs. Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Search & Web | ||||||||||
| 28 | 4.2k | 0% | - | 2mo ago | ✓ Official | No known advisory | stdio | 86 | ||
| As of the latest update, the mcp-server-chart MCP server has 4.2k GitHub stars, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. Our take: AntV's server for generating charts from data. A neat way to turn an AI's analysis into actual visualizations rather than just describing numbers. A Model Context Protocol server for generating charts using AntV. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Design | ||||||||||
| 29 | 3.4k | 0% | 1.3k | today | ✓ Official | Patched | stdio | 86 | ||
| As of the latest update, the Azure MCP Server MCP server has 3.4k GitHub stars, 1.3k weekly pypi downloads, was last updated today, and is an official, first-party server in the MCP Registry. Our take: Microsoft's official Azure server, exposing a wide set of Azure management tools to an AI. First-party and powerful; given the blast radius of cloud access, lock it to scoped, least-privilege credentials. All Azure MCP tools to create a seamless connection between AI agents and Azure services. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget, npm, pypi, mcpb, mcpb, mcpb, mcpb, mcpb, mcpb. Installation Recent releases
Known security advisories
Alternatives in Cloud | ||||||||||
| 30 | 72 | 0% | 26k | yesterday | ✓ Official | No known advisory | stdio | 86 | ||
| As of the latest update, the pagerduty-mcp MCP server has 72 GitHub stars, 26k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. PagerDuty's official MCP server which provides tools to interact with your PagerDuty account. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Alternatives in DevOps & Monitoring | ||||||||||
| 31 | 292 | 0% | 58.8k | 2mo ago | ✓ Official | No known advisory | stdio | 86 | ||
| As of the latest update, the OSS Snowflake MCP Server MCP server has 292 GitHub stars, 58.8k weekly pypi downloads, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. MCP Server for Snowflake from Snowflake Labs CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Databases | ||||||||||
| 32 | 5k | 0% | 15.9k | 2d ago | Community | No known advisory | stdioStreamable HTTP | 85 | ||
| As of the latest update, the Finance Toolkit MCP server has 5k GitHub stars, 15.9k weekly pypi downloads, was last updated 2d ago, and is a community server in the MCP Registry. 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as pypi. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Finance | ||||||||||
| 33 | 3.9k | 0% | - | 3d ago | ✓ Official | Not checked | Streamable HTTPSSE | 85 | ||
| As of the latest update, the mcp MCP server has 3.9k GitHub stars, was last updated 3d ago, and is an official, first-party server in the MCP Registry. Cloudflare MCP servers CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Cloud | ||||||||||
| 34 | 3.4k | 0% | - | 2mo ago | ✓ Official | No known advisory | stdio | 85 | ||
| As of the latest update, the mcp-server-browserbase MCP server has 3.4k GitHub stars, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. MCP server for AI web browser automation using Browserbase and Stagehand CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 35 | 1.2k | 0% | 17.4k | yesterday | ✓ Official | No known advisory | stdio | 85 | ||
| As of the latest update, the voicemode MCP server has 1.2k GitHub stars, 17.4k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Natural voice conversations for AI assistants - STT/TTS via MCP CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 36 | 2.6k | 0% | 2.8k | 2d ago | ✓ Official | No known advisory | stdio | 84 | ||
| As of the latest update, the Repowise MCP server has 2.6k GitHub stars, 2.8k weekly pypi downloads, was last updated 2d ago, and is an official, first-party server in the MCP Registry. Codebase intelligence for AI coding agents - graph, git history, docs, decisions, code health. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 37 | 1.3k | 0% | 10.8k | today | ✓ Official | No known advisory | stdio | 84 | ||
| As of the latest update, the brave-search-mcp-server MCP server has 1.3k GitHub stars, 10.8k weekly npm downloads, was last updated today, and is an official, first-party server in the MCP Registry. Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 38 | 1.2k | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 84 | ||
| As of the latest update, the mcp MCP server has 1.2k GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. 3D & AR SDK for Android, iOS, Web - API docs, samples, validation, and code generation. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 39 | 63 | n/a | 20.5k | 6d ago | ✓ Official | No known advisory | stdio | 84 | ||
| As of the latest update, the thoughtbox MCP server has 63 GitHub stars, 20.5k weekly npm downloads, was last updated 6d ago, and is an official, first-party server in the MCP Registry. Extended reasoning with structured processes, persistence, and workflow guidance CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Developer Tools | ||||||||||
| 40 | 69 | 0% | 13.1k | yesterday | ✓ Official | No known advisory | stdio | 84 | ||
| As of the latest update, the mcp-for-api MCP server has 69 GitHub stars, 13.1k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. MCP (Model Context Protocol) server for Appwrite CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 41 | 1.7k | 0% | 57 | 2mo ago | ✓ Official | No known advisory | stdio | 83 | ||
| As of the latest update, the blitz MCP server has 1.7k GitHub stars, 57 weekly npm downloads, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 42 | 914 | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 83 | ||
| As of the latest update, the Power BI Modeling MCP Server MCP server has 914 GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Other | ||||||||||
| 43 | 1.7k | 0% | - | 10d ago | ✓ Official | Not checked | Streamable HTTP | 82 | ||
| As of the latest update, the Microsoft Learn MCP MCP server has 1.7k GitHub stars, was last updated 10d ago, and is an official, first-party server in the MCP Registry. Official Microsoft Learn MCP Server - real-time, trusted docs & code samples for AI and LLMs. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Productivity | ||||||||||
| 44 | 1.6k | 0% | - | 4d ago | ✓ Official | Not checked | Streamable HTTP | 82 | ||
| As of the latest update, the mcp MCP server has 1.6k GitHub stars, was last updated 4d ago, and is an official, first-party server in the MCP Registry. MCP server integrating with Stripe - tools for customers, products, payments, and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Finance | ||||||||||
| 45 | 1.6k | 0% | - | 6d ago | ✓ Official | No known advisory | stdio | 82 | ||
| As of the latest update, the nuget MCP server has 1.6k GitHub stars, was last updated 6d ago, and is an official, first-party server in the MCP Registry. A Model Context Protocol (MCP) server for NuGet. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 46 | 1.5k | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 82 | ||
| As of the latest update, the apify-mcp-server MCP server has 1.5k GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 47 | 790 | 0% | 643 | today | ✓ Official | No known advisory | stdio | 82 | ||
| As of the latest update, the OpenOSINT MCP server has 790 GitHub stars, 643 weekly pypi downloads, was last updated today, and is an official, first-party server in the MCP Registry. AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 48 | 8.3k | 0% | 6.7k | today | Community | Open advisory | stdio | 81 | ||
| As of the latest update, the PraisonAI MCP server has 8.3k GitHub stars, 6.7k weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. AI Agents Framework with Self Reflection and MCP support CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Known security advisories
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| 49 | 3.4k | 0% | - | today | Community | Not checked | stdio | 81 | ||
| As of the latest update, the Unity-MCP MCP server has 3.4k GitHub stars, was last updated today, and is a community server in the MCP Registry. Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Requirements / API keys
Recent releases
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| 50 | 2.9k | 0% | 27.3k | 1mo ago | Community | No known advisory | stdio | 81 | ||
| As of the latest update, the arxiv-mcp-server MCP server has 2.9k GitHub stars, 27.3k weekly pypi downloads, was last updated 1mo ago, and is a community server in the MCP Registry. Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 51 | 1.2k | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the monitor MCP server has 1.2k GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. BetterDB MCP server - Valkey observability for Claude Code and other MCP clients CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
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| 52 | 1.2k | 0% | 26 | 2d ago | ✓ Official | No known advisory | stdioStreamable HTTP | 81 | ||
| As of the latest update, the BoostedTravel MCP server has 1.2k GitHub stars, 26 weekly pypi downloads, was last updated 2d ago, and is an official, first-party server in the MCP Registry. Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm, pypi. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
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| 53 | 1k | 0% | - | 2d ago | ✓ Official | Not checked | Streamable HTTP | 81 | ||
| As of the latest update, the QueryWeaver MCP server has 1k GitHub stars, was last updated 2d ago, and is an official, first-party server in the MCP Registry. An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Distributed as oci. Installation Recent releases
Alternatives in Databases | ||||||||||
| 54 | 983 | 0% | - | today | ✓ Official | Not checked | stdio | 81 | ||
| As of the latest update, the ArcadeDB MCP Server MCP server has 983 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series) CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Recent releases
Alternatives in Databases | ||||||||||
| 55 | 534 | 0% | - | today | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the webcomponents-react-mcp-server MCP server has 534 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. MCP server for UI5 Web Components for React - Developer documentation and API assistance CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
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| 56 | 489 | 0% | - | 17d ago | ✓ Official | No known advisory | stdioStreamable HTTP | 81 | ||
| As of the latest update, the docfork-mcp MCP server has 489 GitHub stars, was last updated 17d ago, and is an official, first-party server in the MCP Registry. Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 57 | 469 | 0% | 35 | 17d ago | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the telemem MCP server has 469 GitHub stars, 35 weekly pypi downloads, was last updated 17d ago, and is an official, first-party server in the MCP Registry. Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in AI & Memory | ||||||||||
| 58 | 467 | 0% | - | today | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the blockrun-mcp MCP server has 467 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per call. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Finance | ||||||||||
| 59 | 462 | 0% | - | today | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the anytype-mcp MCP server has 462 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Official MCP server for Anytype API - your encrypted, local and collaborative wiki. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
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| 60 | 213 | 0% | 16.2k | today | Community | No known advisory | stdio | 81 | ||
| As of the latest update, the comfyui-mcp MCP server has 213 GitHub stars, 16.2k weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 61 | 205 | 0% | 4.5k | 4d ago | ✓ Official | No known advisory | stdio | 81 | ||
| As of the latest update, the CrowdStrike Falcon MCP Server MCP server has 205 GitHub stars, 4.5k weekly pypi downloads, was last updated 4d ago, and is an official, first-party server in the MCP Registry. Connects AI agents with CrowdStrike Falcon for security analysis and automation. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
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| 62 | 813 | 0% | - | today | ✓ Official | Not checked | Streamable HTTPSSE | 80 | ||
| As of the latest update, the Atlassian Rovo MCP Server MCP server has 813 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Alternatives in Search & Web | ||||||||||
| 63 | 402 | 0% | - | today | ✓ Official | No known advisory | stdio | 80 | ||
| As of the latest update, the Nova3D MCP server has 402 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 64 | 361 | 0% | - | 2d ago | ✓ Official | No known advisory | stdio | 80 | ||
| As of the latest update, the Anki MCP Server MCP server has 361 GitHub stars, was last updated 2d ago, and is an official, first-party server in the MCP Registry. MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 65 | 351 | 0% | - | today | ✓ Official | No known advisory | stdio | 80 | ||
| As of the latest update, the mcp-server MCP server has 351 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Productivity | ||||||||||
| 66 | 119 | 0% | 2.3k | today | ✓ Official | No known advisory | stdioStreamable HTTP | 80 | ||
| As of the latest update, the GoldenMatch MCP server has 119 GitHub stars, 2.3k weekly pypi downloads, was last updated today, and is an official, first-party server in the MCP Registry. Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as pypi. Available as a hosted remote endpoint. Installation Recent releases
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| 67 | 111 | 0% | 2.6k | today | ✓ Official | No known advisory | stdio | 80 | ||
| As of the latest update, the Auth0 MCP Server MCP server has 111 GitHub stars, 2.6k weekly npm downloads, was last updated today, and is an official, first-party server in the MCP Registry. Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 68 | 60 | 0% | 2.2k | yesterday | ✓ Official | No known advisory | stdio | 80 | ||
| As of the latest update, the mcp-video MCP server has 60 GitHub stars, 2.2k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 69 | 0 | n/a | 555.3k | 5mo ago | ✓ Official | No known advisory | stdio | 79 | ||
| As of the latest update, the Amazon ECS MCP Server MCP server has 0 GitHub stars, 555.3k weekly pypi downloads, was last updated 5mo ago, and is an official, first-party server in the MCP Registry. AI-powered Amazon ECS workload management CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Cloud | ||||||||||
| 70 | 0 | n/a | 555.3k | 5mo ago | ✓ Official | No known advisory | stdio | 79 | ||
| As of the latest update, the Amazon EKS MCP Server MCP server has 0 GitHub stars, 555.3k weekly pypi downloads, was last updated 5mo ago, and is an official, first-party server in the MCP Registry. AI-powered Amazon EKS cluster management and troubleshooting CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Cloud | ||||||||||
| 71 | 1.7k | 0% | - | 6d ago | ✓ Official | Not checked | Streamable HTTP | 79 | ||
| As of the latest update, the Figma MCP Server MCP server has 1.7k GitHub stars, was last updated 6d ago, and is an official, first-party server in the MCP Registry. The Figma MCP server brings Figma design context directly into your AI workflow. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Design | ||||||||||
| 72 | 1.4k | 0% | - | yesterday | ✓ Official | Not checked | Streamable HTTP | 79 | ||
| As of the latest update, the TypeUI MCP server has 1.4k GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. Design systems, UI prompts, and layout variations for AI coding tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Design | ||||||||||
| 73 | 873 | 0% | 4.3k | yesterday | Community | No known advisory | stdio | 79 | ||
| As of the latest update, the Octocode MCP - AI Context Platform MCP server has 873 GitHub stars, 4.3k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. AI code research platform. Search, analyze, and extract insights from any GitHub repository. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 74 | 762 | 0% | - | 4d ago | Community | No known advisory | stdio | 79 | ||
| As of the latest update, the unreal-engine-mcp MCP server has 762 GitHub stars, was last updated 4d ago, and is a community server in the MCP Registry. MCP server for Unreal Engine 5 with 23 tools for game development automation. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 75 | 315 | 0% | 426 | 18d ago | ✓ Official | No known advisory | stdio | 79 | ||
| As of the latest update, the flutter-skill MCP server has 315 GitHub stars, 426 weekly npm downloads, was last updated 18d ago, and is an official, first-party server in the MCP Registry. AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
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| 76 | 286 | 0% | 329 | 16d ago | ✓ Official | No known advisory | stdio | 79 | ||
| As of the latest update, the Alfanous - Quranic Search Engine MCP server has 286 GitHub stars, 329 weekly pypi downloads, was last updated 16d ago, and is an official, first-party server in the MCP Registry. Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 77 | 282 | 0% | - | today | ✓ Official | No known advisory | stdioStreamable HTTP | 79 | ||
| As of the latest update, the Svelte MCP MCP server has 282 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. The official Svelte MCP server providing docs and autofixing tools for Svelte development CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Recent releases
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| 78 | 269 | 0% | - | 6d ago | ✓ Official | No known advisory | stdioStreamable HTTP | 79 | ||
| As of the latest update, the postman-mcp-server MCP server has 269 GitHub stars, was last updated 6d ago, and is an official, first-party server in the MCP Registry. A basic MCP server to operate on the Postman API. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm, mcpb, mcpb, mcpb. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 79 | 114 | 0% | 1.6k | today | ✓ Official | No known advisory | stdio | 79 | ||
| As of the latest update, the adeu MCP server has 114 GitHub stars, 1.6k weekly npm downloads, was last updated today, and is an official, first-party server in the MCP Registry. Automated DOCX Redlining Engine CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 80 | 3.4k | 0% | - | 2mo ago | Community | Not checked | Streamable HTTP | 78 | ||
| As of the latest update, the browserbasehq-mcp-browserbase MCP server has 3.4k GitHub stars, was last updated 2mo ago, and is a community server in the MCP Registry. Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 81 | 621 | 0% | - | 16d ago | Community | No known advisory | stdio | 78 | ||
| As of the latest update, the openflowkit-mcp MCP server has 621 GitHub stars, was last updated 16d ago, and is a community server in the MCP Registry. Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Design | ||||||||||
| 82 | 366 | 0% | - | 1mo ago | ✓ Official | No known advisory | stdio | 78 | ||
| As of the latest update, the PageIndex MCP MCP server has 366 GitHub stars, was last updated 1mo ago, and is an official, first-party server in the MCP Registry. Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm, mcpb. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 83 | 225 | 0% | 504 | 3d ago | ✓ Official | No known advisory | stdio | 78 | ||
| As of the latest update, the mobai-mcp MCP server has 225 GitHub stars, 504 weekly npm downloads, was last updated 3d ago, and is an official, first-party server in the MCP Registry. AI-powered mobile device automation for Android and iOS devices, emulators, and simulators CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 84 | 42 | 0% | 1.4k | yesterday | ✓ Official | No known advisory | stdioSSE | 78 | ||
| As of the latest update, the Rootly MCP server has 42 GitHub stars, 1.4k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Incident management, on-call scheduling, and intelligent analysis powered by Rootly. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / SSE. Distributed as pypi. Available as a hosted remote endpoint. Installation Requirements / API keys
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| 85 | 1.3k | 0% | - | today | Community | Not checked | Streamable HTTP | 77 | ||
| As of the latest update, the brave MCP server has 1.3k GitHub stars, was last updated today, and is a community server in the MCP Registry. Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 86 | 1.1k | 0% | - | 3d ago | Community | Not checked | Streamable HTTP | 77 | ||
| As of the latest update, the ref-tools-ref-tools-mcp MCP server has 1.1k GitHub stars, was last updated 3d ago, and is a community server in the MCP Registry. Provide your AI coding tools with token-efficient access to up-to-date technical documentation for… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Alternatives in Other | ||||||||||
| 87 | 1k | 0% | 172 | 1mo ago | Community | No known advisory | stdio | 77 | ||
| As of the latest update, the token-savior MCP server has 1k GitHub stars, 172 weekly pypi downloads, was last updated 1mo ago, and is a community server in the MCP Registry. Structural codebase MCP server - navigate and edit code by symbol name, not raw text. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 88 | 995 | 0% | 1.6k | today | Community | No known advisory | stdio | 77 | ||
| As of the latest update, the loki-mode MCP server has 995 GitHub stars, 1.6k weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 89 | 493 | 0% | 99 | 17d ago | Community | No known advisory | stdio | 77 | ||
| As of the latest update, the vibe-check-mcp-server MCP server has 493 GitHub stars, 99 weekly npm downloads, was last updated 17d ago, and is a community server in the MCP Registry. Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 90 | 463 | 0% | 877 | yesterday | Community | No known advisory | stdio | 77 | ||
| As of the latest update, the coolify MCP server has 463 GitHub stars, 877 weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. 38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 91 | 425 | 0% | 345 | yesterday | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the gk-cli MCP server has 425 GitHub stars, 345 weekly npm downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 92 | 413 | 0% | - | yesterday | ✓ Official | Not checked | Streamable HTTPSSE | 77 | ||
| As of the latest update, the monday.com MCP server has 413 GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. MCP server for monday.com integration. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Requirements / API keys
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| 93 | 402 | 0% | - | 2d ago | Community | No known advisory | stdio | 77 | ||
| As of the latest update, the touchdesigner-mcp-server MCP server has 402 GitHub stars, was last updated 2d ago, and is a community server in the MCP Registry. MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm, mcpb. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 94 | 392 | 0% | - | today | ✓ Official | Not checked | stdio | 77 | ||
| As of the latest update, the shaft-mcp MCP server has 392 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. SHAFT browser automation, capture, and offline deterministic failure diagnosis CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 95 | 387 | 0% | - | yesterday | ✓ Official | Not checked | stdio | 77 | ||
| As of the latest update, the beever-atlas MCP server has 387 GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Recent releases
Alternatives in Communication | ||||||||||
| 96 | 385 | 0% | - | 2d ago | ✓ Official | Not checked | Streamable HTTP | 77 | ||
| As of the latest update, the PlanExe MCP server has 385 GitHub stars, was last updated 2d ago, and is an official, first-party server in the MCP Registry. MCP server for generating rough-draft project plans from natural-language prompts. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 97 | 179 | 0% | - | today | ✓ Official | No known advisory | stdioStreamable HTTP | 77 | ||
| As of the latest update, the mcp MCP server has 179 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. The official MCP Server for the Mux API CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 98 | 166 | 0% | - | today | ✓ Official | No known advisory | stdioStreamable HTTP | 77 | ||
| As of the latest update, the e2a - email for AI agents MCP server has 166 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Authenticated email gateway for AI agents - per-agent inboxes, HITL approval, SPF/DKIM verified. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 99 | 154 | 0% | - | 6d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the Funplay Unity MCP MCP server has 154 GitHub stars, was last updated 6d ago, and is an official, first-party server in the MCP Registry. stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 100 | 154 | 0% | - | 6d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the FunseaAI Unity MCP MCP server has 154 GitHub stars, was last updated 6d ago, and is an official, first-party server in the MCP Registry. stdio bridge for the local Unity Editor MCP server from FunseaAI/unity-mcp. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 101 | 153 | 0% | 78 | 14d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the office-oxide-mcp MCP server has 153 GitHub stars, 78 weekly npm downloads, was last updated 14d ago, and is an official, first-party server in the MCP Registry. Rust-native MCP server for Office document processing CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Developer Tools | ||||||||||
| 102 | 150 | 0% | - | today | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the fiori-mcp-server MCP server has 150 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. SAP Fiori - Model Context Protocol (MCP) server CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in AI & Memory | ||||||||||
| 103 | 145 | 0% | - | 3d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the mcp-server MCP server has 145 GitHub stars, was last updated 3d ago, and is an official, first-party server in the MCP Registry. BrowserStack's Official MCP Server CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
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| 104 | 138 | 0% | 99 | 13d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the Code Pathfinder MCP server has 138 GitHub stars, 99 weekly pypi downloads, was last updated 13d ago, and is an official, first-party server in the MCP Registry. Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi, oci. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 105 | 134 | 0% | - | 4d ago | ✓ Official | No known advisory | stdio | 77 | ||
| As of the latest update, the Ignite UI MCP Server MCP server has 134 GitHub stars, was last updated 4d ago, and is an official, first-party server in the MCP Registry. Unified MCP server for Ignite UI - documentation, API, and CLI scaffolding CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 106 | 4 | n/a | 1.4k | yesterday | ✓ Official | No known advisory | stdioStreamable HTTP | 77 | ||
| As of the latest update, the trovex MCP server has 4 GitHub stars, 1.4k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Serves coding agents one canonical doc per query instead of rereading the repo - ~60% fewer tokens. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as pypi, pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 107 | 762 | 0% | - | 4d ago | Community | Not checked | Streamable HTTP | 76 | ||
| As of the latest update, the ChiR24-unreal_mcp MCP server has 762 GitHub stars, was last updated 4d ago, and is a community server in the MCP Registry. Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 108 | 762 | 0% | - | 4d ago | Community | Not checked | Streamable HTTP | 76 | ||
| As of the latest update, the ChiR24-unreal_mcp_server MCP server has 762 GitHub stars, was last updated 4d ago, and is a community server in the MCP Registry. A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
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| 109 | 334 | 0% | - | 7d ago | Community | No known advisory | stdio | 76 | ||
| As of the latest update, the mcp-documentation-server MCP server has 334 GitHub stars, was last updated 7d ago, and is a community server in the MCP Registry. Local-first document management and semantic search for AI coding agents CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
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| 110 | 312 | 0% | 417 | 9d ago | Community | No known advisory | stdio | 76 | ||
| As of the latest update, the ori-memory MCP server has 312 GitHub stars, 417 weekly npm downloads, was last updated 9d ago, and is a community server in the MCP Registry. Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
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| 111 | 306 | 0% | 342 | 5d ago | Community | No known advisory | stdio | 76 | ||
| As of the latest update, the marm-mcp-server MCP server has 306 GitHub stars, 342 weekly pypi downloads, was last updated 5d ago, and is a community server in the MCP Registry. Universal MCP Server with advanced AI memory capabilities and semantic search. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi, oci. Installation Recent releases
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| 112 | 305 | 0% | - | yesterday | Community | No known advisory | stdio | 76 | ||
| As of the latest update, the agent-recall MCP server has 305 GitHub stars, was last updated yesterday, and is a community server in the MCP Registry. Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 113 | 298 | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 76 | ||
| As of the latest update, the mcp-server MCP server has 298 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Packmind captures, scales, and enforces your organization's technical decisions. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
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| 114 | 295 | 0% | - | today | ✓ Official | Not checked | stdio | 76 | ||
| As of the latest update, the Apollo MCP Server MCP server has 295 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. MCP server that exposes GraphQL operations as tools for AI models. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 115 | 295 | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 76 | ||
| As of the latest update, the GraphOS MCP Tools MCP server has 295 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Search Apollo docs, specs, and best practices CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 116 | 153 | 0% | 2.5k | yesterday | Community | No known advisory | stdio | 76 | ||
| As of the latest update, the Outline MCP Server MCP server has 153 GitHub stars, 2.5k weekly pypi downloads, was last updated yesterday, and is a community server in the MCP Registry. Connect AI assistants to Outline for document search, reading, and management CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
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| 117 | 122 | 0% | - | yesterday | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the ARC-1 MCP server has 122 GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. MCP server for SAP ABAP systems CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm, oci. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 118 | 119 | 0% | 265 | today | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the GoldenAnalysis MCP server has 119 GitHub stars, 265 weekly pypi downloads, was last updated today, and is an official, first-party server in the MCP Registry. Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 119 | 118 | 0% | 177 | 2d ago | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the MCP Fiscal Brasil MCP server has 118 GitHub stars, 177 weekly pypi downloads, was last updated 2d ago, and is an official, first-party server in the MCP Registry. Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 120 | 8 | n/a | 1.2k | yesterday | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the protect-mcp MCP server has 8 GitHub stars, 1.2k weekly npm downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 121 | 7 | n/a | 1.1k | yesterday | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the zoo-mcp MCP server has 7 GitHub stars, 1.1k weekly pypi downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. An MCP server that provides access to the Zoo API for various CAD operations and tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 122 | 5 | n/a | 1k | today | ✓ Official | No known advisory | stdio | 76 | ||
| As of the latest update, the browser-gateway MCP server has 5 GitHub stars, 1k weekly npm downloads, was last updated today, and is an official, first-party server in the MCP Registry. AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Design | ||||||||||
| 123 | 0 | n/a | 555.3k | 5mo ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the AWS MCP Server MCP server has 0 GitHub stars, 555.3k weekly pypi downloads, was last updated 5mo ago, and is a community server in the MCP Registry. A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Cloud | ||||||||||
| 124 | 586 | 0% | - | today | ✓ Official | Not checked | stdio | 75 | ||
| As of the latest update, the SonarQube MCP Server MCP server has 586 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Requirements / API keys
Recent releases
Alternatives in DevOps & Monitoring | ||||||||||
| 125 | 284 | 0% | 264 | 21d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the ClaudeR - RStudio MCP Server MCP server has 284 GitHub stars, 264 weekly pypi downloads, was last updated 21d ago, and is a community server in the MCP Registry. Connect RStudio to AI assistants for interactive R coding and data analysis. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 126 | 274 | 0% | 609 | 23d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the ProxmoxMCP-Plus MCP server has 274 GitHub stars, 609 weekly pypi downloads, was last updated 23d ago, and is a community server in the MCP Registry. Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
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| 127 | 273 | 0% | 113 | yesterday | Community | No known advisory | stdioStreamable HTTP | 75 | ||
| As of the latest update, the HeyClaude - Claude & AI workflow directory MCP server has 273 GitHub stars, 113 weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 128 | 269 | 0% | 1.4k | 4d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the spotifyscraper MCP server has 269 GitHub stars, 1.4k weekly pypi downloads, was last updated 4d ago, and is a community server in the MCP Registry. Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
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| 129 | 240 | 0% | - | 28d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the mpp32-mcp-server MCP server has 240 GitHub stars, was last updated 28d ago, and is a community server in the MCP Registry. Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs your agent can call. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
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| 130 | 239 | 0% | 294 | 10d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the google-surf-mcp MCP server has 239 GitHub stars, 294 weekly npm downloads, was last updated 10d ago, and is a community server in the MCP Registry. Google search via Playwright with a warm Chrome profile. No API key, no proxies. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 131 | 223 | 0% | - | 6d ago | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the gopeak MCP server has 223 GitHub stars, was last updated 6d ago, and is a community server in the MCP Registry. GoPeak - The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 132 | 211 | 0% | - | 5d ago | ✓ Official | No known advisory | stdio | 75 | ||
| As of the latest update, the ServiceNow MCP Server MCP server has 211 GitHub stars, was last updated 5d ago, and is an official, first-party server in the MCP Registry. 400+ ServiceNow tools across all modules - ITSM, CMDB, HRSD, CSM, SecOps, and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 133 | 184 | 0% | - | 2d ago | ✓ Official | Not checked | stdio | 75 | ||
| As of the latest update, the mcp-victoriametrics MCP server has 184 GitHub stars, was last updated 2d ago, and is an official, first-party server in the MCP Registry. MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 134 | 184 | 0% | - | 2d ago | ✓ Official | Not checked | stdio | 75 | ||
| As of the latest update, the mcp-victoriametrics MCP server has 184 GitHub stars, was last updated 2d ago, and is an official, first-party server in the MCP Registry. MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 135 | 155 | 0% | 105 | 9d ago | ✓ Official | Patched | stdio | 75 | ||
| As of the latest update, the mcp MCP server has 155 GitHub stars, 105 weekly npm downloads, was last updated 9d ago, and is an official, first-party server in the MCP Registry. Real email and SMS for AI agents - send mail, receive verification codes, drive a real inbox. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Known security advisories
Alternatives in Communication | ||||||||||
| 136 | 109 | 0% | 68 | today | ✓ Official | No known advisory | stdioStreamable HTTP | 75 | ||
| As of the latest update, the Sendmux Email Inbox API + Sending MCP server has 109 GitHub stars, 68 weekly pypi downloads, was last updated today, and is an official, first-party server in the MCP Registry. Email inbox API for AI agents with MCP tools for Mailbox, Management, and Sending APIs. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as pypi. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 137 | 107 | 0% | - | 3d ago | ✓ Official | No known advisory | stdio | 75 | ||
| As of the latest update, the SAP HANA CLI MCP server has 107 GitHub stars, was last updated 3d ago, and is an official, first-party server in the MCP Registry. 150+ SAP HANA database tools as MCP tools for AI assistants CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Databases | ||||||||||
| 138 | 56 | 0% | 1.3k | today | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the mcp-accessibility-scanner MCP server has 56 GitHub stars, 1.3k weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server for automated web accessibility scanning with Playwright and Axe-core. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 139 | 1 | n/a | 2.7k | today | Community | No known advisory | stdio | 75 | ||
| As of the latest update, the q402-mcp MCP server has 1 GitHub stars, 2.7k weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Q402 - gasless payments on 11 EVM chains + CCIP bridge (eth/avax/arbitrum). Sandbox-default. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 140 | 489 | 0% | - | 17d ago | Community | Not checked | Streamable HTTP | 74 | ||
| As of the latest update, the docfork-mcp MCP server has 489 GitHub stars, was last updated 17d ago, and is a community server in the MCP Registry. @latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 141 | 485 | 0% | - | 10d ago | Community | Not checked | Streamable HTTP | 74 | ||
| As of the latest update, the TickDB Market Data MCP server has 485 GitHub stars, was last updated 10d ago, and is a community server in the MCP Registry. Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Finance | ||||||||||
| 142 | 362 | 0% | 691 | 2mo ago | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the Google Maps MCP Server MCP server has 362 GitHub stars, 691 weekly npm downloads, was last updated 2mo ago, and is a community server in the MCP Registry. 18 Google Maps tools for AI agents - geocode, search, directions, weather, and more. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 143 | 209 | 0% | 2.2k | yesterday | Community | Patched | stdio | 74 | ||
| As of the latest update, the stata-mcp MCP server has 209 GitHub stars, 2.2k weekly pypi downloads, was last updated yesterday, and is a community server in the MCP Registry. Let LLM help you achieve your regression analysis with Stata CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Known security advisories
Alternatives in Developer Tools | ||||||||||
| 144 | 207 | 0% | 75 | 2d ago | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the agent-harnesses MCP server has 207 GitHub stars, 75 weekly pypi downloads, was last updated 2d ago, and is a community server in the MCP Registry. Agent-harness picks, search, and decision guides over a curated, weekly-rescored list of 110. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Search & Web | ||||||||||
| 145 | 204 | 0% | 149 | 9d ago | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the Codex Control Plane MCP MCP server has 204 GitHub stars, 149 weekly pypi downloads, was last updated 9d ago, and is a community server in the MCP Registry. Durable MCP control plane for long-running Codex Desktop tasks. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 146 | 199 | 0% | - | 26d ago | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the Antigravity Link MCP server has 199 GitHub stars, was last updated 26d ago, and is a community server in the MCP Registry. MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 147 | 178 | 0% | - | today | ✓ Official | Not checked | SSE | 74 | ||
| As of the latest update, the alpha_vantage_mcp MCP server has 178 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators CapabilitiesExposes tools, resources, and prompts to MCP clients over SSE. Available as a hosted remote endpoint. Installation Alternatives in Finance | ||||||||||
| 148 | 136 | 0% | - | yesterday | ✓ Official | Not checked | Streamable HTTP | 74 | ||
| As of the latest update, the ClawLink MCP server has 136 GitHub stars, was last updated yesterday, and is an official, first-party server in the MCP Registry. MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 149 | 17 | n/a | 2.3k | yesterday | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the claudinho MCP server has 17 GitHub stars, 2.3k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 150 | 20 | n/a | 1.7k | yesterday | Community | No known advisory | Streamable HTTP | 74 | ||
| As of the latest update, the docdex MCP server has 20 GitHub stars, 1.7k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Fast per-repo documentation indexer and full-text search MCP server for codebases. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 151 | 15 | n/a | 1.5k | 5d ago | ✓ Official | No known advisory | stdio | 74 | ||
| As of the latest update, the NowAIKit - ServiceNow MCP Server MCP server has 15 GitHub stars, 1.5k weekly npm downloads, was last updated 5d ago, and is an official, first-party server in the MCP Registry. ServiceNow MCP server - 450+ tools (ITSM, ITOM, CMDB, scripting) for Claude, ChatGPT & any AI. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 152 | 13 | 0% | 1k | yesterday | Community | No known advisory | stdio | 74 | ||
| As of the latest update, the yggdrasil MCP server has 13 GitHub stars, 1k weekly pypi downloads, was last updated yesterday, and is a community server in the MCP Registry. One shared, durable memory for your AI coding agents - local-first, zero-dependency. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in AI & Memory | ||||||||||
| 153 | 0 | n/a | 1.7k | yesterday | Community | No known advisory | stdioStreamable HTTP | 74 | ||
| As of the latest update, the Document Integrity Validator MCP server has 0 GitHub stars, 1.7k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. AI reasoning checks any document against known international standards before your agent acts on it. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 154 | 599 | 0% | - | 2mo ago | Community | Not checked | Streamable HTTP | 73 | ||
| As of the latest update, the hustcc-mcp-mermaid MCP server has 599 GitHub stars, was last updated 2mo ago, and is a community server in the MCP Registry. Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 155 | 438 | 0% | 50 | 4mo ago | ✓ Official | No known advisory | stdio | 73 | ||
| As of the latest update, the abell MCP server has 438 GitHub stars, 50 weekly npm downloads, was last updated 4mo ago, and is an official, first-party server in the MCP Registry. AI tools related to Abell. Currently includes MCP of Abell CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 156 | 381 | 0% | 407 | 3mo ago | ✓ Official | No known advisory | stdio | 73 | ||
| As of the latest update, the AkTools MCP Server MCP server has 381 GitHub stars, 407 weekly pypi downloads, was last updated 3mo ago, and is an official, first-party server in the MCP Registry. MCP Server for stock and crypto CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi, oci. Installation Recent releases
Alternatives in Finance | ||||||||||
| 157 | 344 | 0% | - | 2mo ago | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the DeepSeek MCP Server MCP server has 344 GitHub stars, was last updated 2mo ago, and is a community server in the MCP Registry. Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 158 | 315 | 0% | - | today | Community | Not checked | stdio | 73 | ||
| As of the latest update, the TokenSave MCP server has 315 GitHub stars, was last updated today, and is a community server in the MCP Registry. Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as mcpb, mcpb, mcpb, mcpb. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 159 | 169 | 0% | - | 10d ago | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the mcp-arr MCP server has 169 GitHub stars, was last updated 10d ago, and is a community server in the MCP Registry. MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 160 | 168 | 0% | 705 | today | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the Piia Engram MCP server has 168 GitHub stars, 705 weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in AI & Memory | ||||||||||
| 161 | 157 | 0% | 185 | 8d ago | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the charlotte MCP server has 157 GitHub stars, 185 weekly npm downloads, was last updated 8d ago, and is a community server in the MCP Registry. Renders web pages into structured, agent-readable representations using headless Chromium. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 162 | 149 | 0% | 368 | today | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the reMarkable MCP Server MCP server has 149 GitHub stars, 368 weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. Access your reMarkable tablet - read documents, browse files, extract text and OCR CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Productivity | ||||||||||
| 163 | 141 | 0% | - | yesterday | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the WebReaper MCP server has 141 GitHub stars, was last updated yesterday, and is a community server in the MCP Registry. AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as nuget. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 164 | 136 | 0% | 327 | 15d ago | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the Joplin MCP Server MCP server has 136 GitHub stars, 327 weekly pypi downloads, was last updated 15d ago, and is a community server in the MCP Registry. FastMCP server exposing Joplin notes, notebooks, tags, and imports. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 165 | 132 | 0% | - | 21d ago | ✓ Official | Not checked | Streamable HTTP | 73 | ||
| As of the latest update, the mcp MCP server has 132 GitHub stars, was last updated 21d ago, and is an official, first-party server in the MCP Registry. AI-powered design and management for Webflow Sites CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Design | ||||||||||
| 166 | 126 | 0% | - | 3d ago | ✓ Official | Not checked | Streamable HTTP | 73 | ||
| As of the latest update, the Xquik MCP Server MCP server has 126 GitHub stars, was last updated 3d ago, and is an official, first-party server in the MCP Registry. X data platform with 100+ REST endpoints, MCP tools, webhooks, SDKs, and confirmed writes. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 167 | 114 | 0% | - | 18d ago | ✓ Official | Not checked | Streamable HTTP | 73 | ||
| As of the latest update, the mcp-server MCP server has 114 GitHub stars, was last updated 18d ago, and is an official, first-party server in the MCP Registry. Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 168 | 6 | n/a | 1.5k | yesterday | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the RPG Maker MV Ultimate MCP MCP server has 6 GitHub stars, 1.5k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. RPG Maker MV Ultimate: AI copilot to generate, edit and understand RPG Maker MV projects (MCP) CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
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| 169 | 6 | n/a | 1.1k | yesterday | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the janusmcp MCP server has 6 GitHub stars, 1.1k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Local multi-account MCP broker - one endpoint, every account. Switch identity without reconnecting. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
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| 170 | 2 | n/a | 1.5k | yesterday | Community | No known advisory | stdio | 73 | ||
| As of the latest update, the SSH LICCO MCP Server MCP server has 2 GitHub stars, 1.5k weekly pypi downloads, was last updated yesterday, and is a community server in the MCP Registry. SSH Model Context Protocol Server - Enable SSH functionality for AI models CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
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| 171 | 0 | n/a | 1.4k | yesterday | Community | No known advisory | stdioStreamable HTTP | 73 | ||
| As of the latest update, the Bizfile MCP MCP server has 0 GitHub stars, 1.4k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Company intelligence via UK Companies House and risk screening across 386 risk data sources. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
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| 172 | 0 | n/a | 1.3k | yesterday | Community | No known advisory | stdioStreamable HTTP | 73 | ||
| As of the latest update, the HS Code Classifier MCP server has 0 GitHub stars, 1.3k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Classify products to official HS codes and validate supplier codes before customs submissions CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
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| 173 | 0 | n/a | 1.3k | yesterday | Community | No known advisory | stdioStreamable HTTP | 73 | ||
| As of the latest update, the Data Compliance Classifier MCP MCP server has 0 GitHub stars, 1.3k weekly npm downloads, was last updated yesterday, and is a community server in the MCP Registry. Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-powered. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as npm. Available as a hosted remote endpoint. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 174 | 214 | 0% | - | 1mo ago | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the figma-ui-mcp MCP server has 214 GitHub stars, was last updated 1mo ago, and is a community server in the MCP Registry. Bidirectional Figma MCP - AI draws UI on Figma canvas, reads designs back CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Design | ||||||||||
| 175 | 130 | 0% | 189 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the build MCP server has 130 GitHub stars, 189 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Structured build tool output (tsc, generic commands) as typed JSON diagnostics. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 176 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the cargo MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Structured Rust cargo operations (build, test, clippy) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 177 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the docker MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Structured Docker operations (ps, images, logs, build) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in DevOps & Monitoring | ||||||||||
| 178 | 130 | 0% | 210 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the git MCP server has 130 GitHub stars, 210 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Structured git operations (status, log, diff, branch, show) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 179 | 130 | 0% | 117 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the github MCP server has 130 GitHub stars, 117 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 180 | 130 | 0% | 182 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the go MCP server has 130 GitHub stars, 182 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Structured Go tool output (build, test, vet) as typed JSON diagnostics. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 181 | 130 | 0% | 43 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the http MCP server has 130 GitHub stars, 43 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server for HTTP requests (curl) with structured, token-efficient output CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 182 | 130 | 0% | 153 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the lint MCP server has 130 GitHub stars, 153 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. Structured linting output (ESLint, format-check) as typed JSON diagnostics. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 183 | 130 | 0% | 95 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the make MCP server has 130 GitHub stars, 95 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server for Make/Just task runners with structured, token-efficient output CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 184 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the npm MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 185 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-build MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 186 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-cargo MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Cargo ג€” Structured Rust cargo operations (build, test, clippy, fmt, doc) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 187 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-docker MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in DevOps & Monitoring | ||||||||||
| 188 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-git MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 189 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-github MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 190 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-go MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 191 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-http MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 192 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-lint MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 193 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-make MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 194 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-npm MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 195 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-python MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 196 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-search MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 197 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the pare-test MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 198 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the python MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 199 | 130 | 0% | 147 | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the search MCP server has 130 GitHub stars, 147 weekly npm downloads, was last updated today, and is a community server in the MCP Registry. MCP server for code search (ripgrep + fd) with structured, token-efficient output CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 200 | 130 | 0% | - | today | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the test MCP server has 130 GitHub stars, was last updated today, and is a community server in the MCP Registry. Auto-detects test framework (pytest, jest, vitest) and returns structured results. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 201 | 128 | 0% | 433 | 22d ago | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the Excalidraw Architect MCP server has 128 GitHub stars, 433 weekly pypi downloads, was last updated 22d ago, and is a community server in the MCP Registry. Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 202 | 128 | 0% | - | yesterday | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the safari-mcp MCP server has 128 GitHub stars, was last updated yesterday, and is a community server in the MCP Registry. Native Safari browser automation for AI agents - 96 tools, zero Chrome overhead. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Search & Web | ||||||||||
| 203 | 103 | 0% | 178 | yesterday | ✓ Official | No known advisory | stdio | 72 | ||
| As of the latest update, the ckb MCP server has 103 GitHub stars, 178 weekly npm downloads, was last updated yesterday, and is an official, first-party server in the MCP Registry. Code intelligence MCP server - 80+ tools for navigation, impact analysis, and architecture CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 204 | 7 | n/a | 1.5k | 3mo ago | ✓ Official | No known advisory | stdio | 72 | ||
| As of the latest update, the stackhawk MCP server has 7 GitHub stars, 1.5k weekly pypi downloads, was last updated 3mo ago, and is an official, first-party server in the MCP Registry. An MCP server that provides interaction with StackHawk's security scanning platform. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Recent releases
Alternatives in Other | ||||||||||
| 205 | 0 | n/a | 1k | 5d ago | Community | No known advisory | stdio | 72 | ||
| As of the latest update, the patchwork - Codebase Conventions for AI Agents MCP server has 0 GitHub stars, 1k weekly pypi downloads, was last updated 5d ago, and is a community server in the MCP Registry. Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for AI agents. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Developer Tools | ||||||||||
| 206 | 179 | 0% | - | 3mo ago | Community | No known advisory | stdio | 71 | ||
| As of the latest update, the context-sync MCP server has 179 GitHub stars, was last updated 3mo ago, and is a community server in the MCP Registry. Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 207 | 165 | 0% | 52 | 2mo ago | Community | No known advisory | stdio | 71 | ||
| As of the latest update, the dash-mcp-server MCP server has 165 GitHub stars, 52 weekly pypi downloads, was last updated 2mo ago, and is a community server in the MCP Registry. MCP server for Dash, the macOS API documentation browser. Search 200+ docsets. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Search & Web | ||||||||||
| 208 | 163 | 0% | - | 2mo ago | ✓ Official | Not checked | Streamable HTTP | 71 | ||
| As of the latest update, the Glean Remote MCP Server MCP server has 163 GitHub stars, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in AI & Memory | ||||||||||
| 209 | 156 | 0% | - | 18d ago | ✓ Official | Not checked | Streamable HTTPSSE | 71 | ||
| As of the latest update, the PayRam Helper MCP Server MCP server has 156 GitHub stars, was last updated 18d ago, and is an official, first-party server in the MCP Registry. Remote MCP server to integrate and validate self-hosted PayRam deployments. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Alternatives in Developer Tools | ||||||||||
| 210 | 136 | 0% | - | 8d ago | Community | Patched | stdio | 71 | ||
| As of the latest update, the engram MCP server has 136 GitHub stars, was last updated 8d ago, and is a community server in the MCP Registry. Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Known security advisories
Alternatives in AI & Memory | ||||||||||
| 211 | 4 | n/a | 2.1k | today | Community | No known advisory | stdio | 71 | ||
| As of the latest update, the nable MCP server has 4 GitHub stars, 2.1k weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your editor. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Cloud | ||||||||||
| 212 | 2 | n/a | 1.4k | today | Community | Patched | stdio | 71 | ||
| As of the latest update, the oxidize-pdf MCP Server MCP server has 2 GitHub stars, 1.4k weekly pypi downloads, was last updated today, and is a community server in the MCP Registry. MCP server for PDF generation, parsing, splitting, merging, and manipulation via oxidize-pdf CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Known security advisories
Alternatives in Developer Tools | ||||||||||
| 213 | 212 | 0% | 541 | 4mo ago | ✓ Official | No known advisory | stdio | 70 | ||
| As of the latest update, the gemini-mcp MCP server has 212 GitHub stars, 541 weekly npm downloads, was last updated 4mo ago, and is an official, first-party server in the MCP Registry. Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 214 | 0 | n/a | 18k | 3mo ago | ✓ Official | No known advisory | stdio | 70 | ||
| As of the latest update, the Perplexity API Platform MCP server has 0 GitHub stars, 18k weekly npm downloads, was last updated 3mo ago, and is an official, first-party server in the MCP Registry. Real-time web search, reasoning, and research through Perplexity's API CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Search & Web | ||||||||||
| 215 | 150 | 0% | - | today | Community | Not checked | Streamable HTTP | 70 | ||
| As of the latest update, the jjlabsio-korea-stock-mcp MCP server has 150 GitHub stars, was last updated today, and is a community server in the MCP Registry. Search company disclosures and financial statements from the Korean market. Retrieve stock profile… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Finance | ||||||||||
| 216 | 142 | 0% | - | 5d ago | Community | No known advisory | stdio | 70 | ||
| As of the latest update, the photoshop-mcp MCP server has 142 GitHub stars, was last updated 5d ago, and is a community server in the MCP Registry. MCP server for Adobe Photoshop automation - control Photoshop from AI assistants CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Design | ||||||||||
| 217 | 141 | 0% | - | 3mo ago | Community | No known advisory | stdio | 70 | ||
| As of the latest update, the shodan MCP server has 141 GitHub stars, was last updated 3mo ago, and is a community server in the MCP Registry. MCP server for Shodan API - device search, IP lookup, DNS, and CVE/CPE queries. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Search & Web | ||||||||||
| 218 | 141 | 0% | - | today | Community | Not checked | stdio | 70 | ||
| As of the latest update, the HomeLab Monitor MCP server has 141 GitHub stars, was last updated today, and is a community server in the MCP Registry. Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services). CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as oci. Installation Requirements / API keys
Recent releases
Alternatives in DevOps & Monitoring | ||||||||||
| 219 | 134 | 0% | - | 1mo ago | Community | No known advisory | stdio | 70 | ||
| As of the latest update, the virustotal MCP server has 134 GitHub stars, was last updated 1mo ago, and is a community server in the MCP Registry. MCP server for querying VirusTotal API with comprehensive security analysis tools. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 220 | 24 | 0% | 1k | 4mo ago | ✓ Official | No known advisory | stdio | 70 | ||
| As of the latest update, the MCP Server for Binge-watch MCP server has 24 GitHub stars, 1k weekly pypi downloads, was last updated 4mo ago, and is an official, first-party server in the MCP Registry. MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力,并支持在小米等安卓电视/投影仪上直接播放 CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi, oci. Installation Requirements / API keys
Recent releases
Alternatives in Developer Tools | ||||||||||
| 221 | 0 | n/a | 1.1k | 6d ago | Community | No known advisory | stdio | 70 | ||
| As of the latest update, the JS Reverse MCP MCP server has 0 GitHub stars, 1.1k weekly npm downloads, was last updated 6d ago, and is a community server in the MCP Registry. MCP server for JavaScript reverse engineering and browser debugging. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Search & Web | ||||||||||
| 222 | 0 | n/a | 1.1k | 8d ago | Community | No known advisory | stdio | 70 | ||
| As of the latest update, the JS Reverse MCP MCP server has 0 GitHub stars, 1.1k weekly npm downloads, was last updated 8d ago, and is a community server in the MCP Registry. MCP server for JavaScript reverse engineering and browser debugging. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in Search & Web | ||||||||||
| 223 | 0 | n/a | 555.3k | 7mo ago | Community | No known advisory | stdio | 69 | ||
| As of the latest update, the AWS MCP Server MCP server has 0 GitHub stars, 555.3k weekly pypi downloads, was last updated 7mo ago, and is a community server in the MCP Registry. AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Cloud | ||||||||||
| 224 | 172 | 0% | - | 2mo ago | ✓ Official | Not checked | Streamable HTTP | 69 | ||
| As of the latest update, the mcp MCP server has 172 GitHub stars, was last updated 2mo ago, and is an official, first-party server in the MCP Registry. An MCP server that exposes functionalities to use Zomato's services. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Other | ||||||||||
| 225 | 130 | 0% | - | 25d ago | Community | Not checked | Streamable HTTP | 69 | ||
| As of the latest update, the pinkpixel-dev-web-scout-mcp MCP server has 130 GitHub stars, was last updated 25d ago, and is a community server in the MCP Registry. Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Alternatives in Search & Web | ||||||||||
| 226 | 124 | 0% | 97 | 4mo ago | ✓ Official | No known advisory | stdioStreamable HTTP | 69 | ||
| As of the latest update, the mcp MCP server has 124 GitHub stars, 97 weekly pypi downloads, was last updated 4mo ago, and is an official, first-party server in the MCP Registry. Augments MCP Server - A comprehensive framework documentation provider for Claude Code CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio / Streamable HTTP. Distributed as pypi. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 227 | 108 | 0% | - | today | ✓ Official | Not checked | Streamable HTTP | 69 | ||
| As of the latest update, the docs-mcp MCP server has 108 GitHub stars, was last updated today, and is an official, first-party server in the MCP Registry. Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Productivity | ||||||||||
| 228 | 100 | 0% | - | 22d ago | Community | Not checked | Streamable HTTP | 69 | ||
| As of the latest update, the oxylabs-oxylabs-mcp MCP server has 100 GitHub stars, was last updated 22d ago, and is a community server in the MCP Registry. Fetch and process content from specified URLs using the Oxylabs Web Scraper API. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Search & Web | ||||||||||
| 229 | 33 | n/a | 1.1k | 4mo ago | ✓ Official | No known advisory | stdio | 69 | ||
| As of the latest update, the ATXP - Agent Payment & Wallet Infrastructure MCP server has 33 GitHub stars, 1.1k weekly npm downloads, was last updated 4mo ago, and is an official, first-party server in the MCP Registry. Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Recent releases
Alternatives in Communication | ||||||||||
| 230 | 0 | n/a | 2.5k | 5d ago | Community | No known advisory | stdio | 69 | ||
| As of the latest update, the Prefect MCP Server MCP server has 0 GitHub stars, 2.5k weekly pypi downloads, was last updated 5d ago, and is a community server in the MCP Registry. MCP server for Prefect. Monitor and debug workflows, deployments, and automations. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Alternatives in Developer Tools | ||||||||||
| 231 | 175 | 0% | - | 2d ago | Community | Not checked | Streamable HTTP | 67 | ||
| As of the latest update, the blatui MCP server has 175 GitHub stars, was last updated 2d ago, and is a community server in the MCP Registry. shadcn/ui for Laravel Blade - discover, read and install BlatUI components, blocks and charts. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 232 | 161 | 0% | - | 5mo ago | ✓ Official | Not checked | Streamable HTTPSSE | 66 | ||
| As of the latest update, the svelte-llm-mcp MCP server has 161 GitHub stars, was last updated 5mo ago, and is an official, first-party server in the MCP Registry. An MCP server that provides access to Svelte 5 and SvelteKit documentation CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP / SSE. Available as a hosted remote endpoint. Installation Alternatives in Other | ||||||||||
| 233 | 101 | 0% | - | today | Community | Not checked | Streamable HTTP | 66 | ||
| As of the latest update, the Analook - Competitor Intelligence MCP server has 101 GitHub stars, was last updated today, and is a community server in the MCP Registry. Competitor intelligence for AI agents - SEO, traffic, social, Product Hunt, pricing, AI insights. CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Alternatives in Developer Tools | ||||||||||
| 234 | 124 | 0% | 97 | 4mo ago | Community | No known advisory | stdio | 65 | ||
| As of the latest update, the augments-mcp-server MCP server has 124 GitHub stars, 97 weekly pypi downloads, was last updated 4mo ago, and is a community server in the MCP Registry. Augments MCP Server - A comprehensive framework documentation provider for Claude Code CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Alternatives in Developer Tools | ||||||||||
| 235 | 156 | 0% | 516 | 1mo ago | Community | Open advisory | stdio | 64 | ||
| As of the latest update, the wireshark-mcp MCP server has 156 GitHub stars, 516 weekly pypi downloads, was last updated 1mo ago, and is a community server in the MCP Registry. Professional network analysis with tshark. Security audits, deep-dives, and threat detection. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Recent releases
Known security advisories
Alternatives in Developer Tools | ||||||||||
| 236 | 196 | 0% | - | 4mo ago | Community | Not checked | Streamable HTTP | 63 | ||
| As of the latest update, the zwldarren-akshare-one-mcp MCP server has 196 GitHub stars, was last updated 4mo ago, and is a community server in the MCP Registry. Provide access to Chinese stock market data including historical prices, real-time data, news, and… CapabilitiesExposes tools, resources, and prompts to MCP clients over Streamable HTTP. Available as a hosted remote endpoint. Installation Requirements / API keys
Recent releases
Alternatives in Finance | ||||||||||
| 237 | 153 | 0% | 309 | 8mo ago | ✓ Official | No known advisory | stdio | 60 | ||
| As of the latest update, the hypertool-mcp MCP server has 153 GitHub stars, 309 weekly npm downloads, was last updated 8mo ago, and is an official, first-party server in the MCP Registry. Dynamically expose tools from proxied servers based on an Agent Persona CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Recent releases
Alternatives in Other | ||||||||||
| 238 | 0 | n/a | 1.6k | 4mo ago | Community | No known advisory | stdio | 60 | ||
| As of the latest update, the moltbridge MCP server has 0 GitHub stars, 1.6k weekly npm downloads, was last updated 4mo ago, and is a community server in the MCP Registry. Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity. CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Requirements / API keys
Alternatives in Developer Tools | ||||||||||
| 239 | 276 | 0% | 262 | 9mo ago | Community | No known advisory | stdio | 58 | ||
| As of the latest update, the video-editing-mcp MCP server has 276 GitHub stars, 262 weekly pypi downloads, was last updated 9mo ago, and is a community server in the MCP Registry. MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as pypi. Installation Requirements / API keys
Alternatives in Search & Web | ||||||||||
| 240 | 0 | n/a | 3.2k | 7mo ago | Community | No known advisory | stdio | 55 | ||
| As of the latest update, the Bitbucket MCP MCP server has 0 GitHub stars, 3.2k weekly npm downloads, was last updated 7mo ago, and is a community server in the MCP Registry. Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration CapabilitiesExposes tools, resources, and prompts to MCP clients over stdio. Distributed as npm. Installation Alternatives in AI & Memory | ||||||||||
No servers match those filters.
Side-by-side comparison
Top MCP Servers by Category
Developer Tools
95 servers · 152.7k stars
Developer-tool MCP servers are the largest and most active category, wiring AI into code, repos, and issue trackers.
These servers connect assistants like Claude and Cursor to GitHub, GitLab, Jira, Linear, and your local toolchain so an AI can read code, open pull requests, and triage issues. It is the most mature MCP category and the one most clients ship support for first.
Databases
6 servers · 8.3k stars
Database MCP servers let an AI query and inspect your data through a controlled interface.
Postgres, MySQL, SQLite, MongoDB, Redis, and managed platforms like Supabase expose schema and read (sometimes write) access over MCP. Useful for natural-language analytics; scope the credentials carefully, since you are handing an AI a database connection.
Search & Web
46 servers · 154k stars
Search and web MCP servers give an AI fresh, real-world context beyond its training cutoff.
Web search, fetch, and browser-automation servers (Playwright, Brave, Tavily, Exa) let assistants look things up, read pages, and drive a browser. They are the backbone of grounded, up-to-date AI answers.
Design
9 servers · 23.6k stars
Design MCP servers connect AI to design tools and image generation.
Figma, asset, and image-generation servers let an AI read design files, generate visuals, or produce screenshots. A smaller but fast-growing category as design tools open up MCP access.
Productivity
15 servers · 98.7k stars
Productivity MCP servers connect AI to notes, docs, files, and project tools.
Notion, Google Drive, filesystem, calendar, and task-manager servers let an AI read and update your working documents and to-dos. Among the most-installed servers because they touch everyday workflows.
DevOps & Monitoring
9 servers · 10.6k stars
DevOps and monitoring MCP servers expose infrastructure and observability data to AI.
Kubernetes, Docker, Terraform, Sentry, Grafana, and incident tools let an assistant inspect deployments, read logs, and surface errors. Powerful for on-call work; read-only scopes are the safe default.
Communication
8 servers · 2.1k stars
Communication MCP servers let AI read and send across chat and email.
Slack, Discord, email, and messaging servers let an assistant summarize threads, draft replies, and post updates. Convenient, but write access to your inbox or channels deserves scrutiny.
Cloud
8 servers · 74.5k stars
Cloud MCP servers expose AWS, Azure, GCP, and edge platforms to AI.
These servers let an assistant query cloud resources, read storage, and manage services. Among the most sensitive in this list - prefer scoped, read-only credentials and audit every write.
AI & Memory
16 servers · 29.4k stars
AI and memory MCP servers give assistants persistent memory and a knowledge base.
Vector stores, knowledge graphs, and note systems (Pinecone, Qdrant, Obsidian) let an AI remember context across sessions and ground answers in your own documents. The foundation of RAG-style workflows over MCP.
Finance
9 servers · 8.8k stars
Finance MCP servers connect AI to payments, accounting, and market data.
Stripe, accounting, and banking servers let an assistant read transactions, draft invoices, and pull financial data. High-stakes by nature - keep write access tightly scoped.
Other
19 servers · 39.7k stars
Servers across every other niche are joining the MCP ecosystem.
From media and IoT to specialized internal tools, servers of every kind are adopting MCP. This catch-all category captures the breadth of the protocol beyond the obvious developer and data tools.
Most Popular MCP Servers This Month
The fastest-growing servers by 30-day GitHub-star trend from our weekly snapshots.
Best MCP Servers for Claude Code
Every server in this leaderboard works with Claude Code - each row's Installation tab includes a copy-paste claude mcp add command. For coding workflows specifically, the most useful are the developer-tool, database, and browser/search servers below (ranked by our quality score). Filter the leaderboard to Developer Tools to compare them all.
- mcp-server-browser Search & Web · 94/100
- mcp-server-commands Developer Tools · 94/100
- mcp-server-search Search & Web · 94/100
- Chrome DevTools MCP Developer Tools · 92/100
- Skyvern Search & Web · 91/100
- Airweave Search Search & Web · 90/100
Free MCP Servers
Nearly every MCP server in this list is free and open-source - you install the server at no cost, and only pay for any upstream service it connects to (a database host, a SaaS API) using your own account. Use the filter to show only open-source, free-to-install servers.
How to use these MCP servers
An MCP server runs as a small program (locally over stdio, or remotely over Streamable HTTP) that an MCP client connects to. To add one, open your client config and point it at the server: in Claude Desktop edit claude_desktop_config.json, in Cursor edit ~/.cursor/mcp.json, in VS Code add a .vscode/mcp.json, or run "claude mcp add" in Claude Code. Every row below has copy-paste install snippets for all four clients, plus the API keys it needs. Use the MCP Inspector to test a server before wiring it into your assistant.
How we rank, and why you can trust it
- Data sources: server identity, install methods, and status from the official MCP Registry; stars, releases, license, and last-commit recency from the GitHub REST API; weekly downloads from npm and PyPI; security advisories from the GitHub Advisory Database (GHSA). Refreshed weekly, with a daily snapshot for trend history.
- Inclusion is automatic and transparent: we track every server in the official MCP Registry that has a description and a working install method (an npm, PyPI, OCI package or a public remote URL), excluding any marked "deleted" and badging any marked "deprecated". On top of that, a server must clear an adoption floor - at least 100 GitHub stars or 1,000 weekly package downloads - so the list stays credible rather than padded with auto-published stubs. We do not hand-pick winners; the ranking is driven by the data.
- Adoption is a composite proxy, stated plainly: unlike a single canonical install count, MCP has no universal usage metric, so we use GitHub stars plus package downloads as the best free proxies for real adoption - never as exact install figures.
- The 30-day growth trend is measured from our own weekly star snapshots, so it only appears once enough history has accumulated; until then a server shows no trend rather than a fabricated number.
- "Official" means first-party: a server published under a namespace owned by the product vendor (a verified reverse-DNS domain, or a GitHub-organization namespace), as opposed to a community or aggregator re-publish. Every registry namespace is ownership-verified at publish time; the badge distinguishes vendor-built servers from community ones, and a short manual list corrects edge cases.
- Security is assessed by mapping each server's npm/PyPI package to the GitHub Advisory Database. A server with no queryable package (remote-only or container-only) shows "not checked" rather than a false all-clear.
- Ranking is data-driven only. No server pays to be listed or ranked, and there are no affiliate links influencing order.
The Quality Score formula
The Quality Score (0-100) is a transparent weighted blend: 35% Adoption (GitHub stars and weekly package downloads, log-scaled), 15% Growth (the 30-day star trend), 25% Maintenance (how recently the server was updated and its release cadence), 15% Trust (first-party namespace, an open-source license, and a public repository), and 10% Security (whether it has known, unpatched advisories). Raw popularity feeds Adoption but does not dominate the score.
Frequently asked questions
What is an MCP server?
An MCP server is a program that exposes tools, data, and prompts to AI applications through the Model Context Protocol. It acts as a standardized bridge so an assistant like Claude, Cursor, or ChatGPT can read from and act on an external system - a database, a GitHub repo, a Slack workspace - without custom integration code.
What does MCP stand for?
MCP stands for Model Context Protocol, an open standard introduced by Anthropic in November 2024 for connecting AI applications to external tools and data sources.
How does an MCP server work?
An MCP host (the AI app) runs a client that connects to one or more servers over JSON-RPC. Servers expose three primitives - tools (actions the AI can call), resources (data it can read), and prompts (reusable templates). The two transports are stdio for local servers and Streamable HTTP for remote ones.
What are the best MCP servers?
The best MCP servers by our composite data score are listed in the leaderboard above, ranked on adoption, growth, maintenance, and security rather than opinion. Use the filters to narrow by category, transport, or whether a server is official and actively maintained.
Where can I find a list of MCP servers?
This page is a live MCP servers list built from the official MCP Registry, refreshed weekly. The canonical source is the official registry at registry.modelcontextprotocol.io; this leaderboard adds adoption, maintenance, and security data on top so you can compare and rank them.
Are MCP servers free?
Most MCP servers are free and open-source - you install them at no cost. Some connect to paid third-party services (a database host, a SaaS API) that require your own account and API key, but the server software itself is typically free. Each row shows the install method and required keys.
What are the most popular MCP servers?
The most popular MCP servers by GitHub stars and package downloads are shown in the "Most Popular MCP Servers This Month" view above. Popular servers cluster around developer tools (GitHub, filesystem), search and browser automation (Playwright), and databases (Postgres).
What's the difference between an MCP server and an API?
An API is a service-specific interface; every integration is bespoke. An MCP server wraps a system (which may itself sit on an API) in the standard Model Context Protocol, so any MCP-capable AI client can use it the same way. MCP is the universal adapter; an API is the underlying outlet.
MCP vs RAG - what's the difference?
RAG (retrieval-augmented generation) retrieves relevant text and injects it into a prompt. MCP is a connection protocol that lets an AI call live tools and read data sources directly, including taking actions. They are complementary: an MCP server can power retrieval for RAG, but MCP also covers actions that RAG alone does not.
What are the best MCP servers for Claude Code?
Every server in this leaderboard works with Claude Code, and each row includes a copy-paste "claude mcp add" command. For coding specifically, the most useful are the developer-tool, filesystem, database, and browser/search servers - GitHub, filesystem, Postgres, Playwright and similar. Filter the leaderboard to Developer Tools or sort by quality to compare the top picks for Claude Code.
Which AI tools support MCP servers?
Claude (Desktop and Claude Code), Cursor, VS Code (via GitHub Copilot), Windsurf, and a growing list of others support MCP servers. ChatGPT and Google Gemini have also added MCP support. Every server in this list ships install snippets for Claude Desktop, Cursor, VS Code, and Claude Code.
What is the official MCP Registry?
The official MCP Registry (registry.modelcontextprotocol.io) is the canonical, community-maintained index of MCP servers, where publishers register a server under an ownership-verified reverse-DNS namespace. This leaderboard is built from that registry, enriched with GitHub, npm/PyPI, and security data.
How do I install an MCP server in Claude Desktop?
Open Claude Desktop settings, edit claude_desktop_config.json, and add the server under "mcpServers" with its command, args, and any required env vars - then restart Claude Desktop. Every row in the leaderboard above provides the exact JSON to copy for Claude Desktop (and Cursor, VS Code, and Claude Code).
How many MCP servers are there?
The official MCP Registry lists thousands of published servers and grows daily. This leaderboard ranks the 240 that clear our quality gate and adoption floor (a description, a working install method, and at least 100 GitHub stars or 1,000 weekly downloads), as of June 30, 2026.
Who created MCP?
Anthropic created the Model Context Protocol and released it as an open standard in November 2024. It has since been adopted by many AI vendors and an open-source community that maintains the specification and the official registry.