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MCP Servers: The Complete Directory & Live Ranking

A complete directory of Model Context Protocol (MCP) servers, ranked by real adoption, GitHub growth, maintenance, and security, not opinion - with an in-depth page for every server.

Curated & maintained by Alston Antony · 15+ yrs SEO, 500+ tools tested

51Servers ranked

1kCombined stars

11Categories

4Data sources

Updated July 13, 2026 Official MCP Registry + GitHub + npm/PyPI 51 servers ranked Refreshed weekly Independent & ad-free

What & how

What Is an MCP Server, and How Do You Install One?

What it is

An MCP server is a small program that exposes tools, data, and prompts to an AI application through the Model Context Protocol (MCP) - the open standard Anthropic released in November 2024. It runs locally over stdio, or remotely over Streamable HTTP, and any MCP-capable client can connect to it the same way, without custom integration code per app.

How to install one

Open your MCP client's config and point it at the server: edit claude_desktop_config.json in Claude Desktop, ~/.cursor/mcp.json in Cursor, .vscode/mcp.json in VS Code, or run claude mcp add in Claude Code. Every row in the directory below has a ready-to-copy install command for whichever client it supports - expand a row to get it.

Browse the full directory below ↓

As of July 13, 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 (51 ranked today, 1k 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 July 13, 2026, ranked by our composite score (adoption, growth, maintenance, trust and security):

Anki MCP Server - Other, 374 GitHub stars, quality score 81/100.
docfork-mcp - Productivity, 489 GitHub stars, quality score 81/100.
adeu - Other, 124 GitHub stars, quality score 80/100.
Chrome DevTools MCP - Developer Tools, 0 GitHub stars, quality score 78/100.
Chronary - Productivity, 0 GitHub stars, quality score 76/100.

Every MCP Server, 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. Search, filter, or sort by any column - every row opens an in-depth profile with install snippets, security, and metrics.

Official Maintained No advisories Free

51 servers

#	Server	Stars	30-day	Downloads	Updated	Type	Security	Transport	Quality
1	Anki MCP Server Other · ai.ankimcp/anki-mcp-server	374	+3.6%	1.2k	9d ago	Official	No known advisory	stdio	81
Anki MCP Server is a first-party Model Context Protocol server in the Other category, with 374 GitHub stars, last updated 9d ago. It scores 81/100 on zplatform.ai's quality composite. Transform Anki into an AI-powered study system. Create flashcards instantly, review with natural language, and generate audio cards with Claude, ChatGPT, and other AI assistants., Transform Anki into an AI-powered study system. Create flashcards instantly, review with natural language, and... Stars 374 Weekly downloads 1.2k Last updated 9d ago License MIT View on GitHub → Website → MCP Registry → How to install `claude mcp add anki-mcp-server -- npx -y @ankimcp/anki-mcp-server@0.22.2` `{ "mcpServers": { "anki-mcp-server": { "command": "npx", "args": [ "-y", "@ankimcp/anki-mcp-server@0.22.2" ] } } }` `{ "mcpServers": { "anki-mcp-server": { "command": "npx", "args": [ "-y", "@ankimcp/anki-mcp-server@0.22.2" ] } } }` `{ "servers": { "anki-mcp-server": { "type": "stdio", "command": "npx", "args": [ "-y", "@ankimcp/anki-mcp-server@0.22.2" ] } } }`
2	docfork-mcp Productivity · com.docfork/docfork-mcp	489	0%	439	1mo ago	Official	No known advisory	stdioStreamable HTTP	81
docfork-mcp is a first-party Model Context Protocol server in the Productivity category, with 489 GitHub stars, last updated 1mo ago. It scores 81/100 on zplatform.ai's quality composite. <p align="center" <a href="https://docfork.com" <picture <source srcset="logo light.png" media="(prefers-color-scheme: dark)" <source srcset="logo dark.png" media="(prefers-color-scheme: light)" <img src="logo dark.png" alt="Docfork" height="40" / </picture </a </p [!CAUTION] Docfork has shut down as of June 14, 2026. The MCP server, CLI, and all hosted endpoints are offline and will not... Stars 489 Weekly downloads 439 Last updated 1mo ago License MIT View on GitHub → MCP Registry → How to install `claude mcp add docfork-mcp -- npx -y docfork@1.3.0` `{ "mcpServers": { "docfork-mcp": { "command": "npx", "args": [ "-y", "docfork@1.3.0" ] } } }` `{ "mcpServers": { "docfork-mcp": { "command": "npx", "args": [ "-y", "docfork@1.3.0" ] } } }` `{ "servers": { "docfork-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "docfork@1.3.0" ] } } }`
3	adeu Other · ai.adeu/adeu	124	+8.8%	1.2k	5d ago	Official	No known advisory	stdio	80
adeu is a first-party Model Context Protocol server in the Other category, with 124 GitHub stars, last updated 5d ago. It scores 80/100 on zplatform.ai's quality composite. LLMs speak Markdown; reviewers speak "Track Changes." Adeu is a docx ↔ LLM translator : a Model Context Protocol (MCP) server (Python and Node.js implementations) and accompanying SDKs that act as a Virtual DOM for Microsoft Word . It provides a two-way abstraction layer that lets AI agents freely edit document text without destroying the underlying formatting or complex DOCX XML. While... Stars 124 Weekly downloads 1.2k Last updated 5d ago License MIT View on GitHub → MCP Registry → How to install `claude mcp add adeu -- npx -y @adeu/mcp-server@1.7.1` `{ "mcpServers": { "adeu": { "command": "npx", "args": [ "-y", "@adeu/mcp-server@1.7.1" ] } } }` `{ "mcpServers": { "adeu": { "command": "npx", "args": [ "-y", "@adeu/mcp-server@1.7.1" ] } } }` `{ "servers": { "adeu": { "type": "stdio", "command": "npx", "args": [ "-y", "@adeu/mcp-server@1.7.1" ] } } }`
4	Chrome DevTools MCP Developer Tools · io.github.ChromeDevTools/chrome-devtools-mcp	0	-100%	2.1M	10d ago	Community	No known advisory	stdio	78
Chrome DevTools MCP is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 10d ago. It scores 78/100 on zplatform.ai's quality composite. Chrome DevTools for agents ( chrome-devtools-mcp ) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding assistant access to the full power of Chrome DevTools for reliable automation, in-depth debugging, and performance analysis. A CLI is also provided for use... 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. Stars 0 Weekly downloads 2.1M Last updated 10d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add chrome-devtools-mcp -- npx -y chrome-devtools-mcp@1.5.0` `{ "mcpServers": { "chrome-devtools-mcp": { "command": "npx", "args": [ "-y", "chrome-devtools-mcp@1.5.0" ] } } }` `{ "mcpServers": { "chrome-devtools-mcp": { "command": "npx", "args": [ "-y", "chrome-devtools-mcp@1.5.0" ] } } }` `{ "servers": { "chrome-devtools-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "chrome-devtools-mcp@1.5.0" ] } } }`
5	Chronary Productivity · ai.chronary/mcp	0	n/a	1k	today	Official	No known advisory	stdioStreamable HTTP	76
Chronary is a first-party Model Context Protocol server in the Productivity category, with 0 GitHub stars, last updated today. It scores 76/100 on zplatform.ai's quality composite. Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal. Stars 0 Weekly downloads 1k Last updated today License Apache-2.0 View on GitHub → Website → MCP Registry → How to install `claude mcp add mcp --env CHRONARY_API_KEY=<CHRONARY_API_KEY> -- npx -y @chronary/mcp@1.4.1` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@chronary/mcp@1.4.1" ], "env": { "CHRONARY_API_KEY": "<CHRONARY_API_KEY>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@chronary/mcp@1.4.1" ], "env": { "CHRONARY_API_KEY": "<CHRONARY_API_KEY>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@chronary/mcp@1.4.1" ], "env": { "CHRONARY_API_KEY": "<CHRONARY_API_KEY>" } } } }`
6	Trusty Squire Developer Tools · ai.trustysquire/trusty-squire	0	n/a	3.5k	yesterday	Official	No known advisory	stdio	76
Trusty Squire is a first-party Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated yesterday. It scores 76/100 on zplatform.ai's quality composite. Never touch a signup form or paste an API key again. Your coding agent does both, safely. Stars 0 Weekly downloads 3.5k Last updated yesterday License n/a View on GitHub → MCP Registry → How to install `claude mcp add trusty-squire -- npx -y @trusty-squire/mcp@1.0.41 server` `{ "mcpServers": { "trusty-squire": { "command": "npx", "args": [ "-y", "@trusty-squire/mcp@1.0.41", "server" ] } } }` `{ "mcpServers": { "trusty-squire": { "command": "npx", "args": [ "-y", "@trusty-squire/mcp@1.0.41", "server" ] } } }` `{ "servers": { "trusty-squire": { "type": "stdio", "command": "npx", "args": [ "-y", "@trusty-squire/mcp@1.0.41", "server" ] } } }`
7	protect-mcp Other · com.scopeblind/protect-mcp	0	n/a	2.7k	4d ago	Official	No known advisory	stdio	76
protect-mcp is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 4d ago. It scores 76/100 on zplatform.ai's quality composite. Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error. Stars 0 Weekly downloads 2.7k Last updated 4d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add protect-mcp -- npx -y protect-mcp@0.10.0 mcp` `{ "mcpServers": { "protect-mcp": { "command": "npx", "args": [ "-y", "protect-mcp@0.10.0", "mcp" ] } } }` `{ "mcpServers": { "protect-mcp": { "command": "npx", "args": [ "-y", "protect-mcp@0.10.0", "mcp" ] } } }` `{ "servers": { "protect-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "protect-mcp@0.10.0", "mcp" ] } } }`
8	Azure MCP Server Cloud · com.microsoft/azure	0	-100%	91.7k	3mo ago	Official	No known advisory	stdio	75
Azure MCP Server is a first-party Model Context Protocol server in the Cloud category, with 0 GitHub stars, last updated 3mo ago. It scores 75/100 on zplatform.ai's quality composite. Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs). It allows AI applications to connect with various data sources and tools in a consistent manner, enhancing their capabilities and flexibility. MCP follows a client-server architecture: - MCP Hosts : Applications like AI assistants or IDEs that initiate... 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. Stars 0 Weekly downloads 91.7k Last updated 3mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add azure -- dnx Azure.Mcp server start` `{ "mcpServers": { "azure": { "command": "dnx", "args": [ "Azure.Mcp", "server", "start" ] } } }` `{ "mcpServers": { "azure": { "command": "dnx", "args": [ "Azure.Mcp", "server", "start" ] } } }` `{ "servers": { "azure": { "type": "stdio", "command": "dnx", "args": [ "Azure.Mcp", "server", "start" ] } } }`
9	CertScore MCP Other · ai.certscore/mcp	0	n/a	1.5k	today	Official	No known advisory	stdio	74
CertScore MCP is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated today. It scores 74/100 on zplatform.ai's quality composite. CertScore website risk-signal tools for scans, findings, evidence, and latest-domain lookups. Stars 0 Weekly downloads 1.5k Last updated today License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp --env CERTSCORE_API_KEY=<CERTSCORE_API_KEY> -- npx -y @certscore/mcp@0.2.4` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@certscore/mcp@0.2.4" ], "env": { "CERTSCORE_API_KEY": "<CERTSCORE_API_KEY>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@certscore/mcp@0.2.4" ], "env": { "CERTSCORE_API_KEY": "<CERTSCORE_API_KEY>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@certscore/mcp@0.2.4" ], "env": { "CERTSCORE_API_KEY": "<CERTSCORE_API_KEY>" } } } }`
10	mcp Finance · com.fidacy/mcp	0	n/a	1.4k	10d ago	Official	No known advisory	stdio	74
mcp is a first-party Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated 10d ago. It scores 74/100 on zplatform.ai's quality composite. Payment firewall for AI agents: a signed, verifiable verdict on every money-moving action. Stars 0 Weekly downloads 1.4k Last updated 10d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp --env FIDACY_ENGINE_API_KEY=<FIDACY_ENGINE_API_KEY> -- npx -y @fidacy/mcp@0.1.13` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@fidacy/mcp@0.1.13" ], "env": { "FIDACY_ENGINE_API_KEY": "<FIDACY_ENGINE_API_KEY>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@fidacy/mcp@0.1.13" ], "env": { "FIDACY_ENGINE_API_KEY": "<FIDACY_ENGINE_API_KEY>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@fidacy/mcp@0.1.13" ], "env": { "FIDACY_ENGINE_API_KEY": "<FIDACY_ENGINE_API_KEY>" } } } }`
11	Opedd - Licensed Content for AI Other · com.opedd/opedd-mcp	0	n/a	1.3k	2d ago	Official	No known advisory	stdioStreamable HTTP	74
Opedd - Licensed Content for AI is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 2d ago. It scores 74/100 on zplatform.ai's quality composite. Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation. Stars 0 Weekly downloads 1.3k Last updated 2d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add opedd-mcp --env OPEDD_PAYMENT_METHOD_ID=<OPEDD_PAYMENT_METHOD_ID> --env OPEDD_BUYER_TOKEN=<OPEDD_BUYER_TOKEN> --env OPEDD_ACCESS_KEY=<OPEDD_ACCESS_KEY> --env OPEDD_BUYER_JWT=<OPEDD_BUYER_JWT> --env OPEDD_PUB_BEARER=<OPEDD_PUB_BEARER> -- npx -y opedd-mcp@0.6.6` `{ "mcpServers": { "opedd-mcp": { "command": "npx", "args": [ "-y", "opedd-mcp@0.6.6" ], "env": { "OPEDD_PAYMENT_METHOD_ID": "<OPEDD_PAYMENT_METHOD_ID>", "OPEDD_BUYER_TOKEN": "<OPEDD_BUYER_TOKEN>", "OPEDD_ACCESS_KEY": "<OPEDD_ACCESS_KEY>", "OPEDD_BUYER_JWT": "<OPEDD_BUYER_JWT>", "OPEDD_PUB_BEARER": "<OPEDD_PUB_BEARER>" } } } }` `{ "mcpServers": { "opedd-mcp": { "command": "npx", "args": [ "-y", "opedd-mcp@0.6.6" ], "env": { "OPEDD_PAYMENT_METHOD_ID": "<OPEDD_PAYMENT_METHOD_ID>", "OPEDD_BUYER_TOKEN": "<OPEDD_BUYER_TOKEN>", "OPEDD_ACCESS_KEY": "<OPEDD_ACCESS_KEY>", "OPEDD_BUYER_JWT": "<OPEDD_BUYER_JWT>", "OPEDD_PUB_BEARER": "<OPEDD_PUB_BEARER>" } } } }` `{ "servers": { "opedd-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "opedd-mcp@0.6.6" ], "env": { "OPEDD_PAYMENT_METHOD_ID": "<OPEDD_PAYMENT_METHOD_ID>", "OPEDD_BUYER_TOKEN": "<OPEDD_BUYER_TOKEN>", "OPEDD_ACCESS_KEY": "<OPEDD_ACCESS_KEY>", "OPEDD_BUYER_JWT": "<OPEDD_BUYER_JWT>", "OPEDD_PUB_BEARER": "<OPEDD_PUB_BEARER>" } } } }`
12	Supabase Databases · com.supabase/mcp	0	-100%	64.8k	1mo ago	Official	No known advisory	stdioStreamable HTTP	74
Supabase is a first-party Model Context Protocol server in the Databases category, with 0 GitHub stars, last updated 1mo ago. It scores 74/100 on zplatform.ai's quality composite. Connect your AI tools to Supabase using MCP 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. Stars 0 Weekly downloads 64.8k Last updated 1mo ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add mcp --env SUPABASE_ACCESS_TOKEN=<SUPABASE_ACCESS_TOKEN> -- npx -y @supabase/mcp-server-supabase@0.8.2` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@supabase/mcp-server-supabase@0.8.2" ], "env": { "SUPABASE_ACCESS_TOKEN": "<SUPABASE_ACCESS_TOKEN>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@supabase/mcp-server-supabase@0.8.2" ], "env": { "SUPABASE_ACCESS_TOKEN": "<SUPABASE_ACCESS_TOKEN>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@supabase/mcp-server-supabase@0.8.2" ], "env": { "SUPABASE_ACCESS_TOKEN": "<SUPABASE_ACCESS_TOKEN>" } } } }`
13	fiori-mcp-server AI & Memory · io.github.SAP/fiori-mcp-server	0	-100%	121.5k	5d ago	Community	No known advisory	stdio	74
fiori-mcp-server is a community Model Context Protocol server in the AI & Memory category, with 0 GitHub stars, last updated 5d ago. It scores 74/100 on zplatform.ai's quality composite. <img src="docs/images/sap-fiori-tools.svg" width=75px align="right" alt="SAP Fiori tools icon" The Open UX tools project aims to provide open source modules that make the development of SAP Fiori applications more efficient. The project is maintained by the same team that is responsible for SAP Fiori tools and driven by the SAP community. The main goal of this project is to collaborate with... Stars 0 Weekly downloads 121.5k Last updated 5d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add fiori-mcp-server -- npx -y @sap-ux/fiori-mcp-server@1.9.1` `{ "mcpServers": { "fiori-mcp-server": { "command": "npx", "args": [ "-y", "@sap-ux/fiori-mcp-server@1.9.1" ] } } }` `{ "mcpServers": { "fiori-mcp-server": { "command": "npx", "args": [ "-y", "@sap-ux/fiori-mcp-server@1.9.1" ] } } }` `{ "servers": { "fiori-mcp-server": { "type": "stdio", "command": "npx", "args": [ "-y", "@sap-ux/fiori-mcp-server@1.9.1" ] } } }`
14	PDF Reader MCP Developer Tools · io.github.SylphxAI/pdf-reader-mcp	0	n/a	6.9k	4d ago	Community	No known advisory	stdio	74
PDF Reader MCP is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 4d ago. It scores 74/100 on zplatform.ai's quality composite. Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence. Stars 0 Weekly downloads 6.9k Last updated 4d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add pdf-reader-mcp -- npx -y @sylphx/pdf-reader-mcp@3.0.14` `{ "mcpServers": { "pdf-reader-mcp": { "command": "npx", "args": [ "-y", "@sylphx/pdf-reader-mcp@3.0.14" ] } } }` `{ "mcpServers": { "pdf-reader-mcp": { "command": "npx", "args": [ "-y", "@sylphx/pdf-reader-mcp@3.0.14" ] } } }` `{ "servers": { "pdf-reader-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@sylphx/pdf-reader-mcp@3.0.14" ] } } }`
15	mcp-server Developer Tools · io.github.UI5/mcp-server	0	-100%	114k	20d ago	Community	No known advisory	stdio	74
mcp-server is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 20d ago. It scores 74/100 on zplatform.ai's quality composite. MCP server for SAPUI5/OpenUI5 development Stars 0 Weekly downloads 114k Last updated 20d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp-server -- npx -y @ui5/mcp-server@0.2.14` `{ "mcpServers": { "mcp-server": { "command": "npx", "args": [ "-y", "@ui5/mcp-server@0.2.14" ] } } }` `{ "mcpServers": { "mcp-server": { "command": "npx", "args": [ "-y", "@ui5/mcp-server@0.2.14" ] } } }` `{ "servers": { "mcp-server": { "type": "stdio", "command": "npx", "args": [ "-y", "@ui5/mcp-server@0.2.14" ] } } }`
16	YTDL RMCP Search & Web · ai.dinglebear/ytdl-rmcp	0	n/a	1k	yesterday	Official	No known advisory	stdio	73
YTDL RMCP is a first-party Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated yesterday. It scores 73/100 on zplatform.ai's quality composite. Rust MCP server and CLI for yt-dlp search, downloads, metadata, transfers, and Plex playlists. Stars 0 Weekly downloads 1k Last updated yesterday License n/a View on GitHub → MCP Registry → How to install `claude mcp add ytdl-rmcp --env YTDLP_PLEX_TOKEN=<YTDLP_PLEX_TOKEN> --env YTDLP_ACOUSTID_CLIENT_KEY=<YTDLP_ACOUSTID_CLIENT_KEY> -- npx -y ytdl-rmcp@1.0.2` `{ "mcpServers": { "ytdl-rmcp": { "command": "npx", "args": [ "-y", "ytdl-rmcp@1.0.2" ], "env": { "YTDLP_PLEX_TOKEN": "<YTDLP_PLEX_TOKEN>", "YTDLP_ACOUSTID_CLIENT_KEY": "<YTDLP_ACOUSTID_CLIENT_KEY>" } } } }` `{ "mcpServers": { "ytdl-rmcp": { "command": "npx", "args": [ "-y", "ytdl-rmcp@1.0.2" ], "env": { "YTDLP_PLEX_TOKEN": "<YTDLP_PLEX_TOKEN>", "YTDLP_ACOUSTID_CLIENT_KEY": "<YTDLP_ACOUSTID_CLIENT_KEY>" } } } }` `{ "servers": { "ytdl-rmcp": { "type": "stdio", "command": "npx", "args": [ "-y", "ytdl-rmcp@1.0.2" ], "env": { "YTDLP_PLEX_TOKEN": "<YTDLP_PLEX_TOKEN>", "YTDLP_ACOUSTID_CLIENT_KEY": "<YTDLP_ACOUSTID_CLIENT_KEY>" } } } }`
17	Cleanor Other · app.cleanor/cleanor	0	n/a	1.2k	6d ago	Official	No known advisory	stdioStreamable HTTP	73
Cleanor is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 6d ago. It scores 73/100 on zplatform.ai's quality composite. Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong. Stars 0 Weekly downloads 1.2k Last updated 6d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add cleanor -- npx -y @cleanor/mcp@0.6.0` `{ "mcpServers": { "cleanor": { "command": "npx", "args": [ "-y", "@cleanor/mcp@0.6.0" ] } } }` `{ "mcpServers": { "cleanor": { "command": "npx", "args": [ "-y", "@cleanor/mcp@0.6.0" ] } } }` `{ "servers": { "cleanor": { "type": "stdio", "command": "npx", "args": [ "-y", "@cleanor/mcp@0.6.0" ] } } }`
18	Svelte MCP Productivity · dev.svelte/mcp	0	-100%	12.2k	17d ago	Official	No known advisory	stdioStreamable HTTP	72
Svelte MCP is a first-party Model Context Protocol server in the Productivity category, with 0 GitHub stars, last updated 17d ago. It scores 72/100 on zplatform.ai's quality composite. Overview • Svelte AI documentation Stars 0 Weekly downloads 12.2k Last updated 17d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add mcp -- npx -y @sveltejs/mcp@0.1.25` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@sveltejs/mcp@0.1.25" ] } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@sveltejs/mcp@0.1.25" ] } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@sveltejs/mcp@0.1.25" ] } } }`
19	Perplexity API Platform Search & Web · ai.perplexity/mcp-server	0	n/a	24k	4mo ago	Official	No known advisory	stdio	71
Perplexity API Platform is a first-party Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated 4mo ago. It scores 71/100 on zplatform.ai's quality composite. Real-time web search, reasoning, and research through Perplexity's API Stars 0 Weekly downloads 24k Last updated 4mo ago License n/a MCP Registry → How to install `claude mcp add mcp-server -- npx -y @perplexity-ai/mcp-server@0.9.0` `{ "mcpServers": { "mcp-server": { "command": "npx", "args": [ "-y", "@perplexity-ai/mcp-server@0.9.0" ] } } }` `{ "mcpServers": { "mcp-server": { "command": "npx", "args": [ "-y", "@perplexity-ai/mcp-server@0.9.0" ] } } }` `{ "servers": { "mcp-server": { "type": "stdio", "command": "npx", "args": [ "-y", "@perplexity-ai/mcp-server@0.9.0" ] } } }`
20	Raven Design · ai.ravenmcp/raven-mcp	0	n/a	1.2k	2mo ago	Official	No known advisory	stdio	71
Raven is a first-party Model Context Protocol server in the Design category, with 0 GitHub stars, last updated 2mo ago. It scores 71/100 on zplatform.ai's quality composite. Odin's ravens brought back knowledge of the world. RavenMCP brings back design intelligence - an open-source design-knowledge MCP server giving AI agents like Claude 55 tools across nine knowledge layers. Stars 0 Weekly downloads 1.2k Last updated 2mo ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add raven-mcp -- npx -y raven-mcp@1.3.3` `{ "mcpServers": { "raven-mcp": { "command": "npx", "args": [ "-y", "raven-mcp@1.3.3" ] } } }` `{ "mcpServers": { "raven-mcp": { "command": "npx", "args": [ "-y", "raven-mcp@1.3.3" ] } } }` `{ "servers": { "raven-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "raven-mcp@1.3.3" ] } } }`
21	kogiQA MCP Web Browser Search & Web · com.atagon/kogiqa-mcp	0	n/a	1.5k	11d ago	Official	No known advisory	stdio	71
kogiQA MCP Web Browser is a first-party Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated 11d ago. It scores 71/100 on zplatform.ai's quality composite. This web browser has been designed to help your agent debug and develop complex web applications. Stars 0 Weekly downloads 1.5k Last updated 11d ago License n/a MCP Registry → How to install `claude mcp add kogiqa-mcp -- npx -y kogiqa-mcp@1.3.29` `{ "mcpServers": { "kogiqa-mcp": { "command": "npx", "args": [ "-y", "kogiqa-mcp@1.3.29" ] } } }` `{ "mcpServers": { "kogiqa-mcp": { "command": "npx", "args": [ "-y", "kogiqa-mcp@1.3.29" ] } } }` `{ "servers": { "kogiqa-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "kogiqa-mcp@1.3.29" ] } } }`
22	mcp Search & Web · dev.cite42/mcp	0	n/a	1.6k	3d ago	Official	No known advisory	stdio	71
mcp is a first-party Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated 3d ago. It scores 71/100 on zplatform.ai's quality composite. AI search visibility, brand rankings, AI citations, SEO keywords, and trends from Cite42. Stars 0 Weekly downloads 1.6k Last updated 3d ago License n/a Website → MCP Registry → How to install `claude mcp add mcp --env CITE42_API_KEY=<CITE42_API_KEY> -- npx -y @cite42/mcp@0.1.12` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@cite42/mcp@0.1.12" ], "env": { "CITE42_API_KEY": "<CITE42_API_KEY>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@cite42/mcp@0.1.12" ], "env": { "CITE42_API_KEY": "<CITE42_API_KEY>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@cite42/mcp@0.1.12" ], "env": { "CITE42_API_KEY": "<CITE42_API_KEY>" } } } }`
23	aibvf-mcp Developer Tools · io.github.Bahamas1717/aibvf-mcp	0	n/a	2.1k	5d ago	Community	No known advisory	stdioStreamable HTTP	71
aibvf-mcp is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 5d ago. It scores 71/100 on zplatform.ai's quality composite. AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pace-layer drag. Stars 0 Weekly downloads 2.1k Last updated 5d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add aibvf-mcp -- npx -y aibvf-mcp@0.12.0` `{ "mcpServers": { "aibvf-mcp": { "command": "npx", "args": [ "-y", "aibvf-mcp@0.12.0" ] } } }` `{ "mcpServers": { "aibvf-mcp": { "command": "npx", "args": [ "-y", "aibvf-mcp@0.12.0" ] } } }` `{ "servers": { "aibvf-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "aibvf-mcp@0.12.0" ] } } }`
24	nodedex Developer Tools · io.github.NodeDex/nodedex	0	n/a	2.4k	5d ago	Community	No known advisory	stdio	71
nodedex is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 5d ago. It scores 71/100 on zplatform.ai's quality composite. <div align="center" your project's decision history, for agents Agent memory remembers notes, facts, preferences - what was said. NodeDex keeps a different record: the project's reasoning - what was tried and abandoned (and why), what was chosen (and over what alternatives), what's imposed and can't move. A local causal graph your agent checks before proposing , session after session.... Stars 0 Weekly downloads 2.4k Last updated 5d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add nodedex -- npx -y nodedex@0.1.15` `{ "mcpServers": { "nodedex": { "command": "npx", "args": [ "-y", "nodedex@0.1.15" ] } } }` `{ "mcpServers": { "nodedex": { "command": "npx", "args": [ "-y", "nodedex@0.1.15" ] } } }` `{ "servers": { "nodedex": { "type": "stdio", "command": "npx", "args": [ "-y", "nodedex@0.1.15" ] } } }`
25	docs-mcp Productivity · ac.tandem/docs-mcp	111	+2.8%	-	today	Official	Not checked	Streamable HTTP	70
docs-mcp is a first-party Model Context Protocol server in the Productivity category, with 111 GitHub stars, last updated today. It scores 70/100 on zplatform.ai's quality composite. Connect this remote MCP so agents can retrieve Tandem docs for runtime authority, scoped execution, governed tools, permissioned memory, approvals, and audit trails. Stars 111 Weekly downloads - Last updated today License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add --transport http docs-mcp https://tandem.ac/mcp` `{ "mcpServers": { "docs-mcp": { "command": "npx", "args": [ "-y", "mcp-remote", "https://tandem.ac/mcp" ] } } }` `{ "mcpServers": { "docs-mcp": { "url": "https://tandem.ac/mcp" } } }` `{ "servers": { "docs-mcp": { "type": "http", "url": "https://tandem.ac/mcp" } } }`
26	context-autopilot AI & Memory · io.github.ChiragBachani/context-autopilot	0	n/a	1.4k	yesterday	Community	No known advisory	stdio	70
context-autopilot is a community Model Context Protocol server in the AI & Memory category, with 0 GitHub stars, last updated yesterday. It scores 70/100 on zplatform.ai's quality composite. Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules. Stars 0 Weekly downloads 1.4k Last updated yesterday License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add context-autopilot -- npx -y context-autopilot@0.6.0` `{ "mcpServers": { "context-autopilot": { "command": "npx", "args": [ "-y", "context-autopilot@0.6.0" ] } } }` `{ "mcpServers": { "context-autopilot": { "command": "npx", "args": [ "-y", "context-autopilot@0.6.0" ] } } }` `{ "servers": { "context-autopilot": { "type": "stdio", "command": "npx", "args": [ "-y", "context-autopilot@0.6.0" ] } } }`
27	madeonsoldeprecated Developer Tools · io.github.LamboPoewert/madeonsol	0	n/a	1.2k	9d ago	Community	No known advisory	stdio	70
madeonsol is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 9d ago. It scores 70/100 on zplatform.ai's quality composite. ⚡ Install via Smithery · 🤖 Use in Claude Desktop · 🖱️ Use in Cursor · 📚 API docs · 💰 Free API key · 🔎 On Glama MCP server for MadeOnSol Solana KOL intelligence API. Use from Claude Desktop, Cursor, or any MCP-compatible client. Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency, score 23,000+ Pump.fun deployers, surface deshred deploy signals ~500ms before... Stars 0 Weekly downloads 1.2k Last updated 9d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add madeonsol --env MADEONSOL_API_KEY=<MADEONSOL_API_KEY> -- npx -y mcp-server-madeonsol@1.16.0` `{ "mcpServers": { "madeonsol": { "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.16.0" ], "env": { "MADEONSOL_API_KEY": "<MADEONSOL_API_KEY>" } } } }` `{ "mcpServers": { "madeonsol": { "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.16.0" ], "env": { "MADEONSOL_API_KEY": "<MADEONSOL_API_KEY>" } } } }` `{ "servers": { "madeonsol": { "type": "stdio", "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.16.0" ], "env": { "MADEONSOL_API_KEY": "<MADEONSOL_API_KEY>" } } } }`
28	madeonsol Finance · io.github.MadeOnSol/madeonsol	0	n/a	1.2k	2d ago	Community	No known advisory	stdio	70
madeonsol is a community Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated 2d ago. It scores 70/100 on zplatform.ai's quality composite. ⚡ Install via Smithery · 🤖 Use in Claude Desktop · 🖱️ Use in Cursor · 📚 API docs · 💰 Free API key · 🔎 On Glama MCP server for MadeOnSol Solana KOL intelligence API. Use from Claude Desktop, Cursor, or any MCP-compatible client. Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency, score 23,000+ Pump.fun deployers, surface deshred deploy signals ~500ms before... Stars 0 Weekly downloads 1.2k Last updated 2d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add madeonsol -- npx -y mcp-server-madeonsol@1.19.0` `{ "mcpServers": { "madeonsol": { "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.19.0" ] } } }` `{ "mcpServers": { "madeonsol": { "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.19.0" ] } } }` `{ "servers": { "madeonsol": { "type": "stdio", "command": "npx", "args": [ "-y", "mcp-server-madeonsol@1.19.0" ] } } }`
29	forkmind Finance · io.github.Medhovarsh/forkmind	0	n/a	1.2k	5d ago	Community	No known advisory	stdio	70
forkmind is a community Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated 5d ago. It scores 70/100 on zplatform.ai's quality composite. Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred. Stars 0 Weekly downloads 1.2k Last updated 5d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add forkmind -- npx -y forkmind@0.5.0` `{ "mcpServers": { "forkmind": { "command": "npx", "args": [ "-y", "forkmind@0.5.0" ] } } }` `{ "mcpServers": { "forkmind": { "command": "npx", "args": [ "-y", "forkmind@0.5.0" ] } } }` `{ "servers": { "forkmind": { "type": "stdio", "command": "npx", "args": [ "-y", "forkmind@0.5.0" ] } } }`
30	mcp Finance · io.github.QVerisAI/mcp	0	n/a	1.5k	6d ago	Community	No known advisory	stdio	70
mcp is a community Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated 6d ago. It scores 70/100 on zplatform.ai's quality composite. Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit Stars 0 Weekly downloads 1.5k Last updated 6d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add mcp --env QVERIS_API_KEY=<QVERIS_API_KEY> -- npx -y @qverisai/mcp@0.7.5` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@qverisai/mcp@0.7.5" ], "env": { "QVERIS_API_KEY": "<QVERIS_API_KEY>" } } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@qverisai/mcp@0.7.5" ], "env": { "QVERIS_API_KEY": "<QVERIS_API_KEY>" } } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@qverisai/mcp@0.7.5" ], "env": { "QVERIS_API_KEY": "<QVERIS_API_KEY>" } } } }`
31	SigRank - Token Efficiency Leaderboard Developer Tools · io.github.SunrisesIllNeverSee/sigrank-mcp	0	n/a	1.2k	2d ago	Community	No known advisory	stdio	70
SigRank - Token Efficiency Leaderboard is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 2d ago. It scores 70/100 on zplatform.ai's quality composite. Operator leaderboard measuring users, not models - 20 tools, TUI, signed submit, privacy-first. Stars 0 Weekly downloads 1.2k Last updated 2d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add sigrank-mcp -- npx -y sigrank@0.17.2` `{ "mcpServers": { "sigrank-mcp": { "command": "npx", "args": [ "-y", "sigrank@0.17.2" ] } } }` `{ "mcpServers": { "sigrank-mcp": { "command": "npx", "args": [ "-y", "sigrank@0.17.2" ] } } }` `{ "servers": { "sigrank-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "sigrank@0.17.2" ] } } }`
32	Power BI Modeling MCP Server Other · com.microsoft/powerbi-modeling-mcp	0	-100%	4.6k	17d ago	Official	No known advisory	stdio	69
Power BI Modeling MCP Server is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 17d ago. It scores 69/100 on zplatform.ai's quality composite. The Power BI Modeling MCP Server implements the MCP specification to create a seamless connection between AI agents and Power BI semantic models. This project is in Public Preview and implementation may significantly change prior to our General Availability. The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents through a local MCP server . This... Stars 0 Weekly downloads 4.6k Last updated 17d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add powerbi-modeling-mcp -- npx -y @microsoft/powerbi-modeling-mcp@0.5.0-beta.11 --start` `{ "mcpServers": { "powerbi-modeling-mcp": { "command": "npx", "args": [ "-y", "@microsoft/powerbi-modeling-mcp@0.5.0-beta.11", "--start" ] } } }` `{ "mcpServers": { "powerbi-modeling-mcp": { "command": "npx", "args": [ "-y", "@microsoft/powerbi-modeling-mcp@0.5.0-beta.11", "--start" ] } } }` `{ "servers": { "powerbi-modeling-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@microsoft/powerbi-modeling-mcp@0.5.0-beta.11", "--start" ] } } }`
33	ocular-audio-mcp Search & Web · io.github.RayAKaan/ocular-audio-mcp	0	n/a	1k	2d ago	Community	No known advisory	stdio	69
ocular-audio-mcp is a community Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated 2d ago. It scores 69/100 on zplatform.ai's quality composite. MCP server for video transcripts, screenshots, and OCR on YouTube and web videos. Stars 0 Weekly downloads 1k Last updated 2d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add ocular-audio-mcp -- npx -y ocular-audio-mcp@1.1.2` `{ "mcpServers": { "ocular-audio-mcp": { "command": "npx", "args": [ "-y", "ocular-audio-mcp@1.1.2" ] } } }` `{ "mcpServers": { "ocular-audio-mcp": { "command": "npx", "args": [ "-y", "ocular-audio-mcp@1.1.2" ] } } }` `{ "servers": { "ocular-audio-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "ocular-audio-mcp@1.1.2" ] } } }`
34	Microsoft Fabric MCP Server Other · com.microsoft/microsoft-fabric	0	-100%	1.6k	5d ago	Official	No known advisory	stdio	67
Microsoft Fabric MCP Server is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 5d ago. It scores 67/100 on zplatform.ai's quality composite. Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs). It allows AI applications to connect with various data sources and tools in a consistent manner, enhancing their capabilities and flexibility. MCP follows a client-server architecture: - MCP Hosts : Applications like AI assistants or IDEs that initiate... Stars 0 Weekly downloads 1.6k Last updated 5d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add microsoft-fabric -- dnx Microsoft.Fabric.Mcp server start` `{ "mcpServers": { "microsoft-fabric": { "command": "dnx", "args": [ "Microsoft.Fabric.Mcp", "server", "start" ] } } }` `{ "mcpServers": { "microsoft-fabric": { "command": "dnx", "args": [ "Microsoft.Fabric.Mcp", "server", "start" ] } } }` `{ "servers": { "microsoft-fabric": { "type": "stdio", "command": "dnx", "args": [ "Microsoft.Fabric.Mcp", "server", "start" ] } } }`
35	google-workspace Communication · io.github.aaronsb/google-workspace	0	n/a	1.3k	today	Community	No known advisory	stdio	67
google-workspace is a community Model Context Protocol server in the Communication category, with 0 GitHub stars, last updated today. It scores 67/100 on zplatform.ai's quality composite. Give AI agents access to Gmail, Calendar, Drive, and more - multi-account, manifest-driven Stars 0 Weekly downloads 1.3k Last updated today License n/a MCP Registry → How to install `claude mcp add google-workspace -- npx -y @aaronsb/google-workspace-mcp@4.0.1` `{ "mcpServers": { "google-workspace": { "command": "npx", "args": [ "-y", "@aaronsb/google-workspace-mcp@4.0.1" ] } } }` `{ "mcpServers": { "google-workspace": { "command": "npx", "args": [ "-y", "@aaronsb/google-workspace-mcp@4.0.1" ] } } }` `{ "servers": { "google-workspace": { "type": "stdio", "command": "npx", "args": [ "-y", "@aaronsb/google-workspace-mcp@4.0.1" ] } } }`
36	Codebase Memory AI & Memory · io.github.DeusData/codebase-memory-mcp	0	-100%	4.8k	5d ago	Community	No known advisory	stdio	66
Codebase Memory is a community Model Context Protocol server in the AI & Memory category, with 0 GitHub stars, last updated 5d ago. It scores 66/100 on zplatform.ai's quality composite. codebase-memory-mcp is an open-source MCP server that indexes any codebase into a persistent knowledge graph so AI coding agents answer structural questions with ~120x fewer tokens. 158 languages, Hybrid LSP type resolution, local semantic vector search, code-clone detection, sub-1ms queries,... Stars 0 Weekly downloads 4.8k Last updated 5d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp@0.9.0` `{ "mcpServers": { "codebase-memory-mcp": { "command": "npx", "args": [ "-y", "codebase-memory-mcp@0.9.0" ] } } }` `{ "mcpServers": { "codebase-memory-mcp": { "command": "npx", "args": [ "-y", "codebase-memory-mcp@0.9.0" ] } } }` `{ "servers": { "codebase-memory-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "codebase-memory-mcp@0.9.0" ] } } }`
37	sem AI & Memory · io.github.Ataraxy-Labs/sem	0	-100%	3k	3d ago	Community	No known advisory	stdio	65
sem is a community Model Context Protocol server in the AI & Memory category, with 0 GitHub stars, last updated 3d ago. It scores 65/100 on zplatform.ai's quality composite. Agent-native infrastructure for software. Semantic version control (sem), entity-level git merge (weave), semantic code review (inspect), and a tmux sidebar for coding agents (opensessions). Git-compatible. Open source. Stars 0 Weekly downloads 3k Last updated 3d ago License n/a View on GitHub → Website → MCP Registry → How to install `claude mcp add sem -- npx -y @ataraxy-labs/sem@0.21.0 mcp` `{ "mcpServers": { "sem": { "command": "npx", "args": [ "-y", "@ataraxy-labs/sem@0.21.0", "mcp" ] } } }` `{ "mcpServers": { "sem": { "command": "npx", "args": [ "-y", "@ataraxy-labs/sem@0.21.0", "mcp" ] } } }` `{ "servers": { "sem": { "type": "stdio", "command": "npx", "args": [ "-y", "@ataraxy-labs/sem@0.21.0", "mcp" ] } } }`
38	agentcash Finance · io.github.Merit-Systems/agentcash	0	n/a	3k	3mo ago	Community	No known advisory	stdio	65
agentcash is a community Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated 3mo ago. It scores 65/100 on zplatform.ai's quality composite. Generic MCP server for calling x402-protected APIs with automatic payment handling Stars 0 Weekly downloads 3k Last updated 3mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add agentcash -- npx -y agentcash@0.13.4` `{ "mcpServers": { "agentcash": { "command": "npx", "args": [ "-y", "agentcash@0.13.4" ] } } }` `{ "mcpServers": { "agentcash": { "command": "npx", "args": [ "-y", "agentcash@0.13.4" ] } } }` `{ "servers": { "agentcash": { "type": "stdio", "command": "npx", "args": [ "-y", "agentcash@0.13.4" ] } } }`
39	Windows-MCP Developer Tools · io.github.CursorTouch/Windows-MCP	0	-100%	5.8k	2mo ago	Community	No known advisory	stdio	64
Windows-MCP is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 2mo ago. It scores 64/100 on zplatform.ai's quality composite. <div align="center" <h1 🪟 Windows-MCP</h1 <a href="https://github.com/CursorTouch/Windows-MCP/blob/main/LICENSE" <img src="https://img.shields.io/badge/license-MIT-green" alt="License" </a <img src="https://img.shields.io/badge/python-3.13%2B-blue" alt="Python" <img src="https://img.shields.io/badge/platform-Windows%207 - 11-blue" alt="Platform: Windows 7 to 11" <img... 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. Stars 0 Weekly downloads 5.8k Last updated 2mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add windows-mcp -- uvx windows-mcp` `{ "mcpServers": { "windows-mcp": { "command": "uvx", "args": [ "windows-mcp" ] } } }` `{ "mcpServers": { "windows-mcp": { "command": "uvx", "args": [ "windows-mcp" ] } } }` `{ "servers": { "windows-mcp": { "type": "stdio", "command": "uvx", "args": [ "windows-mcp" ] } } }`
40	mcp-observatory Developer Tools · io.github.KryptosAI/mcp-observatory	0	-100%	2.4k	6d ago	Community	No known advisory	stdio	64
mcp-observatory is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 6d ago. It scores 64/100 on zplatform.ai's quality composite. The GitHub-native CI, SARIF, and security-readiness gate for MCP servers before agents depend on them. Agents should not depend on tools nobody tests. MCP Observatory turns a local MCP check into release-gate evidence maintainers already understand: GitHub Actions, security findings, schema drift detection, PR reports, score badges, agent-accessible diagnostics, and GitHub Code Scanning SARIF.... Stars 0 Weekly downloads 2.4k Last updated 6d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp-observatory -- npx -y @kryptosai/mcp-observatory@1.28.2` `{ "mcpServers": { "mcp-observatory": { "command": "npx", "args": [ "-y", "@kryptosai/mcp-observatory@1.28.2" ] } } }` `{ "mcpServers": { "mcp-observatory": { "command": "npx", "args": [ "-y", "@kryptosai/mcp-observatory@1.28.2" ] } } }` `{ "servers": { "mcp-observatory": { "type": "stdio", "command": "npx", "args": [ "-y", "@kryptosai/mcp-observatory@1.28.2" ] } } }`
41	safari-mcp Search & Web · io.github.achiya-automation/safari-mcp	0	-100%	1.5k	8d ago	Community	No known advisory	stdio	63
safari-mcp is a community Model Context Protocol server in the Search & Web category, with 0 GitHub stars, last updated 8d ago. It scores 63/100 on zplatform.ai's quality composite. <div align="center" <img src="social-preview.png" alt="Safari MCP Server - 97 native browser automation tools for AI agents on macOS" width="100%" <br/ The browser for your coding agent. Your real Safari, logged in - no Chrome, no heat, no headless. <a href="vscode:mcp/install?%7B%22safari-mcp%22%3A%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22safari-mcp%22%5D%7D%7D" <img... Stars 0 Weekly downloads 1.5k Last updated 8d ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add safari-mcp -- npx -y safari-mcp@2.15.2` `{ "mcpServers": { "safari-mcp": { "command": "npx", "args": [ "-y", "safari-mcp@2.15.2" ] } } }` `{ "mcpServers": { "safari-mcp": { "command": "npx", "args": [ "-y", "safari-mcp@2.15.2" ] } } }` `{ "servers": { "safari-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "safari-mcp@2.15.2" ] } } }`
42	blockrun-mcp Finance · io.github.BlockRunAI/blockrun-mcp	0	-100%	1.6k	yesterday	Community	No known advisory	stdio	63
blockrun-mcp is a community Model Context Protocol server in the Finance category, with 0 GitHub stars, last updated yesterday. It scores 63/100 on zplatform.ai's quality composite. Real-time data for Claude - markets, research, web search, crypto. No API keys. Pay per call. Wallet auto-created. Fund with $5 USDC. Ask Claude anything. --- Full docs: https://blockrun.ai/docs - MCP tools & setup: https://blockrun.ai/docs/mcp/blockrun-mcp - All BlockRun SDKs & APIs: https://blockrun.ai/docs --- Before BlockRun, Claude can't answer: - "What's the current Polymarket... Stars 0 Weekly downloads 1.6k Last updated yesterday License n/a View on GitHub → MCP Registry → How to install `claude mcp add blockrun-mcp --env BLOCKRUN_WALLET_KEY=<BLOCKRUN_WALLET_KEY> -- npx -y @blockrun/mcp@0.30.3` `{ "mcpServers": { "blockrun-mcp": { "command": "npx", "args": [ "-y", "@blockrun/mcp@0.30.3" ], "env": { "BLOCKRUN_WALLET_KEY": "<BLOCKRUN_WALLET_KEY>" } } } }` `{ "mcpServers": { "blockrun-mcp": { "command": "npx", "args": [ "-y", "@blockrun/mcp@0.30.3" ], "env": { "BLOCKRUN_WALLET_KEY": "<BLOCKRUN_WALLET_KEY>" } } } }` `{ "servers": { "blockrun-mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@blockrun/mcp@0.30.3" ], "env": { "BLOCKRUN_WALLET_KEY": "<BLOCKRUN_WALLET_KEY>" } } } }`
43	referencime Developer Tools · io.github.ThomasViennet/referencime	0	n/a	1.5k	4mo ago	Community	No known advisory	SSE	63
referencime is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 4mo ago. It scores 63/100 on zplatform.ai's quality composite. Identifiez les meilleurs spots netlinking selon leur performance Google réelle. Stars 0 Weekly downloads 1.5k Last updated 4mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add referencime -- npx -y @referencime/mcp-server@2.0.9` `{ "mcpServers": { "referencime": { "command": "npx", "args": [ "-y", "@referencime/mcp-server@2.0.9" ] } } }` `{ "mcpServers": { "referencime": { "command": "npx", "args": [ "-y", "@referencime/mcp-server@2.0.9" ] } } }` `{ "servers": { "referencime": { "type": "stdio", "command": "npx", "args": [ "-y", "@referencime/mcp-server@2.0.9" ] } } }`
44	Auth0 MCP Server Other · com.auth0/mcp	0	-100%	3.0k	4mo ago	Official	No known advisory	stdio	61
Auth0 MCP Server is a first-party Model Context Protocol server in the Other category, with 0 GitHub stars, last updated 4mo ago. It scores 61/100 on zplatform.ai's quality composite. <div align="center" <img src="https://devin.ai/assets/deepwiki-badge.png" alt="Ask questions about auth0-mcp-server on DeepWiki" height="20"/ </div <div align="center" 📚 Documentation • 🚀 Getting Started • 💻 Supported Tools • 💬 Feedback </div MCP (Model Context Protocol) is an open protocol introduced by Anthropic that standardizes how large language models communicate with external tools,... Stars 0 Weekly downloads 3.0k Last updated 4mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp -- npx -y @auth0/auth0-mcp-server@0.1.0-beta.10 run` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@auth0/auth0-mcp-server@0.1.0-beta.10", "run" ] } } }` `{ "mcpServers": { "mcp": { "command": "npx", "args": [ "-y", "@auth0/auth0-mcp-server@0.1.0-beta.10", "run" ] } } }` `{ "servers": { "mcp": { "type": "stdio", "command": "npx", "args": [ "-y", "@auth0/auth0-mcp-server@0.1.0-beta.10", "run" ] } } }`
45	Rootly DevOps & Monitoring · com.rootly/mcp-server	0	-100%	2.6k	5mo ago	Official	No known advisory	stdioSSE	61
Rootly is a first-party Model Context Protocol server in the DevOps & Monitoring category, with 0 GitHub stars, last updated 5mo ago. It scores 61/100 on zplatform.ai's quality composite. An MCP server for the Rootly API for Cursor, Windsurf, Claude, and other MCP clients. Use the hosted MCP server. No local installation required. - Streamable HTTP (recommended): https://mcp.rootly.com/mcp - SSE (stable alternative): https://mcp.rootly.com/sse - Code Mode: https://mcp.rootly.com/mcp-codemode Hosted tool profiles: - Full (default): use the URLs above as-is - Slim (~70 tools):... Stars 0 Weekly downloads 2.6k Last updated 5mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add mcp-server --env ROOTLY_API_TOKEN=<ROOTLY_API_TOKEN> -- uvx rootly-mcp-server` `{ "mcpServers": { "mcp-server": { "command": "uvx", "args": [ "rootly-mcp-server" ], "env": { "ROOTLY_API_TOKEN": "<ROOTLY_API_TOKEN>" } } } }` `{ "mcpServers": { "mcp-server": { "command": "uvx", "args": [ "rootly-mcp-server" ], "env": { "ROOTLY_API_TOKEN": "<ROOTLY_API_TOKEN>" } } } }` `{ "servers": { "mcp-server": { "type": "stdio", "command": "uvx", "args": [ "rootly-mcp-server" ], "env": { "ROOTLY_API_TOKEN": "<ROOTLY_API_TOKEN>" } } } }`
46	moltbridge Developer Tools · io.github.JKHeadley/moltbridge	0	n/a	2.1k	5mo ago	Community	No known advisory	stdio	61
moltbridge is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 5mo ago. It scores 61/100 on zplatform.ai's quality composite. Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity. Stars 0 Weekly downloads 2.1k Last updated 5mo ago License n/a MCP Registry → How to install `claude mcp add moltbridge -- npx -y moltbridge@0.1.5` `{ "mcpServers": { "moltbridge": { "command": "npx", "args": [ "-y", "moltbridge@0.1.5" ] } } }` `{ "mcpServers": { "moltbridge": { "command": "npx", "args": [ "-y", "moltbridge@0.1.5" ] } } }` `{ "servers": { "moltbridge": { "type": "stdio", "command": "npx", "args": [ "-y", "moltbridge@0.1.5" ] } } }`
47	codescene-mcp-server Developer Tools · com.codescene/codescene-mcp-server	0	-100%	1.5k	4mo ago	Official	No known advisory	stdio	59
codescene-mcp-server is a first-party Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 4mo ago. It scores 59/100 on zplatform.ai's quality composite. The CodeScene MCP Server exposes CodeScene's Code Health analysis as local AI-friendly tools. This server is designed to run in your local environment and lets AI assistants (like GitHub Copilot, Cursor, Claude code, etc.) request meaningful Code Health insights directly from your codebase. The Code Health insights augment the AI prompts with rich content around code quality issues,... Stars 0 Weekly downloads 1.5k Last updated 4mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add codescene-mcp-server -- npx -y @codescene/codehealth-mcp@0.3.1` `{ "mcpServers": { "codescene-mcp-server": { "command": "npx", "args": [ "-y", "@codescene/codehealth-mcp@0.3.1" ] } } }` `{ "mcpServers": { "codescene-mcp-server": { "command": "npx", "args": [ "-y", "@codescene/codehealth-mcp@0.3.1" ] } } }` `{ "servers": { "codescene-mcp-server": { "type": "stdio", "command": "npx", "args": [ "-y", "@codescene/codehealth-mcp@0.3.1" ] } } }`
48	pagerduty-mcp DevOps & Monitoring · io.github.PagerDuty/pagerduty-mcp	0	-100%	36.3k	9mo ago	Community	No known advisory	stdio	58
pagerduty-mcp is a community Model Context Protocol server in the DevOps & Monitoring category, with 0 GitHub stars, last updated 9mo ago. It scores 58/100 on zplatform.ai's quality composite. PagerDuty's local MCP (Model Context Protocol) server which provides tools to interact with your PagerDuty account, allowing you to manage incidents, services, schedules, event orchestrations, and more directly from your MCP-enabled client. Interactive React UIs for PagerDuty incident management, embedded directly in the Python MCP server for seamless IDE integration. Manage your full incident... Stars 0 Weekly downloads 36.3k Last updated 9mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add pagerduty-mcp -- uvx pagerduty-mcp --enable-write-tools` `{ "mcpServers": { "pagerduty-mcp": { "command": "uvx", "args": [ "pagerduty-mcp", "--enable-write-tools" ] } } }` `{ "mcpServers": { "pagerduty-mcp": { "command": "uvx", "args": [ "pagerduty-mcp", "--enable-write-tools" ] } } }` `{ "servers": { "pagerduty-mcp": { "type": "stdio", "command": "uvx", "args": [ "pagerduty-mcp", "--enable-write-tools" ] } } }`
49	DeepSeek MCP Server Communication · io.github.DMontgomery40/deepseek	0	-100%	3.2k	5mo ago	Community	No known advisory	stdio	57
DeepSeek MCP Server is a community Model Context Protocol server in the Communication category, with 0 GitHub stars, last updated 5mo ago. It scores 57/100 on zplatform.ai's quality composite. <p align="center" <a href="https://github.com/deepseek-ai/awesome-deepseek-integration" <img alt="DeepSeek Official List" src="https://img.shields.io/badge/DeepSeek%20Official%20List-Linked-0A66FF?logo=github&logoColor=white" / </a <a href="https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.DMontgomery40/deepseek" <img alt="Official MCP Registry"... Stars 0 Weekly downloads 3.2k Last updated 5mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add deepseek --env DEEPSEEK_API_KEY=<DEEPSEEK_API_KEY> -- npx -y deepseek-mcp-server@0.3.1` `{ "mcpServers": { "deepseek": { "command": "npx", "args": [ "-y", "deepseek-mcp-server@0.3.1" ], "env": { "DEEPSEEK_API_KEY": "<DEEPSEEK_API_KEY>" } } } }` `{ "mcpServers": { "deepseek": { "command": "npx", "args": [ "-y", "deepseek-mcp-server@0.3.1" ], "env": { "DEEPSEEK_API_KEY": "<DEEPSEEK_API_KEY>" } } } }` `{ "servers": { "deepseek": { "type": "stdio", "command": "npx", "args": [ "-y", "deepseek-mcp-server@0.3.1" ], "env": { "DEEPSEEK_API_KEY": "<DEEPSEEK_API_KEY>" } } } }`
50	thoughtbox Developer Tools · io.github.Kastalien-Research/thoughtbox	0	-100%	16.2k	8mo ago	Community	No known advisory	stdio	55
thoughtbox is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 8mo ago. It scores 55/100 on zplatform.ai's quality composite. Extended reasoning with structured processes, persistence, and workflow guidance Stars 0 Weekly downloads 16.2k Last updated 8mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add thoughtbox -- npx -y @kastalien-research/thoughtbox@1.0.3` `{ "mcpServers": { "thoughtbox": { "command": "npx", "args": [ "-y", "@kastalien-research/thoughtbox@1.0.3" ] } } }` `{ "mcpServers": { "thoughtbox": { "command": "npx", "args": [ "-y", "@kastalien-research/thoughtbox@1.0.3" ] } } }` `{ "servers": { "thoughtbox": { "type": "stdio", "command": "npx", "args": [ "-y", "@kastalien-research/thoughtbox@1.0.3" ] } } }`
51	PraisonAI Developer Tools · io.github.MervinPraison/praisonai	0	-100%	17.0k	7mo ago	Community	No known advisory	stdio	55
PraisonAI is a community Model Context Protocol server in the Developer Tools category, with 0 GitHub stars, last updated 7mo ago. It scores 55/100 on zplatform.ai's quality composite. <p align="center" <picture <source media="(prefers-color-scheme: dark)" srcset=".github/images/logo dark.png" / <source media="(prefers-color-scheme: light)" srcset=".github/images/logo light.png" / <img alt="PraisonAI Logo" src=".github/images/logo light.png" width="250" / </picture </p <p align="center" <a href="https://github.com/MervinPraison/PraisonAI" <img... Stars 0 Weekly downloads 17.0k Last updated 7mo ago License n/a View on GitHub → MCP Registry → How to install `claude mcp add praisonai -- uvx praisonai` `{ "mcpServers": { "praisonai": { "command": "uvx", "args": [ "praisonai" ] } } }` `{ "mcpServers": { "praisonai": { "command": "uvx", "args": [ "praisonai" ] } } }` `{ "servers": { "praisonai": { "type": "stdio", "command": "uvx", "args": [ "praisonai" ] } } }`

Best MCP Servers by Use Case

Best MCP Servers for Local Memory & Context

fiori-mcp-server and context-autopilot lead the AI & Memory category, giving assistants a persistent knowledge base or vector store to ground answers in your own documents instead of relying on training data alone.

fiori-mcp-server 74/100 quality
context-autopilot 70/100 quality
Codebase Memory 66/100 quality
sem 65/100 quality

Top Developer Tool MCPs

Chrome DevTools MCP and Trusty Squire top the developer-tools category, the largest and most mature in the directory, wiring AI into code, repositories, and issue trackers.

Chrome DevTools MCP 78/100 quality
Trusty Squire 76/100 quality
PDF Reader MCP 74/100 quality
mcp-server 74/100 quality
aibvf-mcp 71/100 quality

Most Secure MCP Servers

Anki MCP Server and docfork-mcp score highest on our security composite: no open advisories, and a clean assessment where a public homepage exists to check.

Anki MCP Server No known advisory
docfork-mcp No known advisory
adeu No known advisory
Chrome DevTools MCP No known advisory
Chronary No known advisory

Best Free & Open-Source MCP Servers

Nearly every server in this directory is free to install. Anki MCP Server and docfork-mcp are the highest-quality open-source picks - you only pay for any upstream service they connect to.

Anki MCP Server MIT
docfork-mcp MIT
adeu MIT
Chrome DevTools MCP open source
Chronary Apache-2.0

Best MCP Servers for Claude Code

Every server here works with Claude Code via a copy-paste "claude mcp add" command. Chrome DevTools MCP and Trusty Squire are the top-scoring picks for coding workflows.

Chrome DevTools MCP 78/100 quality
Trusty Squire 76/100 quality
Supabase 74/100 quality
PDF Reader MCP 74/100 quality
mcp-server 74/100 quality

Browse

Browse by Category

Developer Tools

15 servers · 0 stars

Developer-tool MCP servers are the largest and most active category, wiring AI into code, repos, and issue trackers.

Filter the directory to Developer Tools ↓

Databases

1 servers · 0 stars

Database MCP servers let an AI query and inspect your data through a controlled interface.

Filter the directory to Databases ↓

Search & Web

6 servers · 0 stars

Search and web MCP servers give an AI fresh, real-world context beyond its training cutoff.

Filter the directory to Search & Web ↓

Design

1 servers · 0 stars

Design MCP servers connect AI to design tools and image generation.

Filter the directory to Design ↓

Productivity

4 servers · 600 stars

Productivity MCP servers connect AI to notes, docs, files, and project tools.

Filter the directory to Productivity ↓

DevOps & Monitoring

2 servers · 0 stars

DevOps and monitoring MCP servers expose infrastructure and observability data to AI.

Filter the directory to DevOps & Monitoring ↓

Communication

2 servers · 0 stars

Communication MCP servers let AI read and send across chat and email.

Filter the directory to Communication ↓

Cloud

1 servers · 0 stars

Cloud MCP servers expose AWS, Azure, GCP, and edge platforms to AI.

Filter the directory to Cloud ↓

AI & Memory

4 servers · 0 stars

AI and memory MCP servers give assistants persistent memory and a knowledge base.

Filter the directory to AI & Memory ↓

Finance

6 servers · 0 stars

Finance MCP servers connect AI to payments, accounting, and market data.

Filter the directory to Finance ↓

Other

9 servers · 498 stars

Servers across every other niche are joining the MCP ecosystem.

Filter the directory to Other ↓

Data insights

State of the MCP Ecosystem

A live snapshot of 51 Model Context Protocol servers, built from the official MCP Registry, GitHub, npm/PyPI, and the GitHub Advisory Database. Refreshed weekly.

51Servers ranked

1kCombined GitHub stars

2.7MWeekly package downloads

78%Actively maintained

47%Official / first-party

90Community forks

Servers by category

What MCP servers connect AI to, by count.

Developer Tools 15

Other 9

Search & Web 6

Finance 6

Productivity 4

AI & Memory 4

DevOps & Monitoring 2

Communication 2

Databases 1

Design 1

Cloud 1

Adoption by GitHub stars

How server popularity is distributed.

Under 500 51

500 - 999 0

1k - 4.9k 0

5k - 19.9k 0

20k and up 0

Quality score distribution

zplatform.ai composite score (0 - 100).

60 - 69 20

70 - 79 28

80 - 89 3

90 - 100 0

Maintenance freshness

Time since the last commit or release.

Updated this week 26

Within 30 days 10

1 - 3 months 4

3 - 12 months 11

Over a year 0

Transport support

How clients connect (a server can support more than one).

stdio 49

Streamable HTTP 8

SSE 2

Security posture

Advisory status via the GitHub Advisory Database.

No known advisory 50

Not checked 1

Pricing

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 "Free" filter in the directory to show only open-source, free-to-install servers.

Browse the MCP directory ↑

Get started

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.

Methodology

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.

FAQ

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 51 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 July 13, 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.

Last updated: July 13, 2026. Data from the official MCP Registry, GitHub, npm/PyPI, and the GitHub Advisory Database. This directory ranks servers by real data, not opinion - see the methodology and the machine-readable data.json.