{
  "name": "MCP Servers Directory, Live Ranking",
  "source": "https://zplatform.ai",
  "page": "https://zplatform.ai/mcp-servers/",
  "cite_as": "zplatform.ai, MCP Servers directory, 2026-07-06",
  "license": "CC BY 4.0",
  "updated": "2026-07-06T19:24:05.760Z",
  "update_frequency": "weekly",
  "notes": {
    "ranking": "Quality score (0-100): 35% adoption, 15% growth, 25% maintenance, 15% trust, 10% security.",
    "adoption": "GitHub stars + weekly package downloads are adoption proxies, not exact install counts.",
    "star_trend_pct_30d": "Change in GitHub stars vs ~30 days ago, from weekly snapshots. Null until history accrues.",
    "official": "First-party: published under a vendor-owned, verified namespace (vs community/aggregator).",
    "security_status": "From the GitHub Advisory Database, mapped per npm/PyPI package. \"unknown\" when no queryable package."
  },
  "sources": [
    "Official MCP Registry",
    "GitHub REST API",
    "npm/PyPI download stats",
    "GitHub Advisory Database"
  ],
  "server_count": 228,
  "total_github_stars": 501932,
  "servers": [
    {
      "rank": 1,
      "name": "io.github.DeusData/codebase-memory-mcp",
      "title": "Codebase Memory",
      "slug": "io-github-deusdata-codebase-memory-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-deusdata-codebase-memory-mcp",
      "category": "ai-memory",
      "repository": "https://github.com/DeusData/codebase-memory-mcp",
      "homepage": "https://deusdata.github.io/codebase-memory-mcp/",
      "official": false,
      "registry_status": "active",
      "github_stars": 27116,
      "weekly_downloads": 1414,
      "star_trend_pct_30d": 24.7,
      "last_updated": "2026-07-06T09:25:19.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 96
    },
    {
      "rank": 2,
      "name": "io.github.ChromeDevTools/chrome-devtools-mcp",
      "title": "Chrome DevTools MCP",
      "slug": "io-github-chromedevtools-chrome-devtools-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-chromedevtools-chrome-devtools-mcp",
      "category": "developer-tools",
      "repository": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 46022,
      "weekly_downloads": null,
      "star_trend_pct_30d": 2.9,
      "last_updated": "2026-07-06T11:32:31.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "patched",
      "license": "Apache-2.0",
      "quality_score": 93,
      "editorial_note": "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."
    },
    {
      "rank": 3,
      "name": "ai.com.mcp/skills-search",
      "title": "Agent Skills Search Server",
      "slug": "ai-com-mcp-skills-search",
      "url": "https://zplatform.ai/mcp-servers/#ai-com-mcp-skills-search",
      "category": "search-web",
      "repository": "https://github.com/agentskills/agentskills",
      "homepage": "https://run.mcp.com.ai",
      "official": true,
      "registry_status": "active",
      "github_stars": 22520,
      "weekly_downloads": null,
      "star_trend_pct_30d": 6,
      "last_updated": "2026-07-01T21:37:32.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": "Apache-2.0",
      "quality_score": 92
    },
    {
      "rank": 4,
      "name": "com.puter/mcp-server",
      "title": "mcp-server",
      "slug": "com-puter-mcp-server",
      "url": "https://zplatform.ai/mcp-servers/#com-puter-mcp-server",
      "category": "productivity",
      "repository": "https://github.com/HeyPuter/puter",
      "homepage": "https://puter.com",
      "official": true,
      "registry_status": "active",
      "github_stars": 42638,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.3,
      "last_updated": "2026-07-05T19:39:07.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": "AGPL-3.0",
      "quality_score": 91,
      "editorial_note": "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."
    },
    {
      "rank": 5,
      "name": "dev.ohmyposh/validator",
      "title": "Oh My Posh Validator",
      "slug": "dev-ohmyposh-validator",
      "url": "https://zplatform.ai/mcp-servers/#dev-ohmyposh-validator",
      "category": "other",
      "repository": "https://github.com/JanDeDobbeleer/oh-my-posh",
      "homepage": "https://ohmyposh.dev/docs/advanced/mcp-server",
      "official": true,
      "registry_status": "active",
      "github_stars": 22990,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.2,
      "last_updated": "2026-07-06T05:38:35.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": "MIT",
      "quality_score": 91
    },
    {
      "rank": 6,
      "name": "io.github.D4Vinci/Scrapling",
      "title": "Scrapling MCP Server",
      "slug": "io-github-d4vinci-scrapling",
      "url": "https://zplatform.ai/mcp-servers/#io-github-d4vinci-scrapling",
      "category": "cloud",
      "repository": "https://github.com/D4Vinci/Scrapling",
      "homepage": "https://scrapling.readthedocs.io/en/latest/ai/mcp-server.html",
      "official": false,
      "registry_status": "active",
      "github_stars": 68342,
      "weekly_downloads": 194594,
      "star_trend_pct_30d": 1.7,
      "last_updated": "2026-07-06T10:00:22.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "BSD-3-Clause",
      "quality_score": 91,
      "editorial_note": "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."
    },
    {
      "rank": 7,
      "name": "io.github.Skyvern-AI/skyvern",
      "title": "Skyvern",
      "slug": "io-github-skyvern-ai-skyvern",
      "url": "https://zplatform.ai/mcp-servers/#io-github-skyvern-ai-skyvern",
      "category": "search-web",
      "repository": "https://github.com/Skyvern-AI/skyvern",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 22128,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.4,
      "last_updated": "2026-07-06T12:00:27.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": "AGPL-3.0",
      "quality_score": 91,
      "editorial_note": "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."
    },
    {
      "rank": 8,
      "name": "com.xcodebuildmcp/XcodeBuildMCP",
      "title": "XcodeBuildMCP",
      "slug": "com-xcodebuildmcp-xcodebuildmcp",
      "url": "https://zplatform.ai/mcp-servers/#com-xcodebuildmcp-xcodebuildmcp",
      "category": "productivity",
      "repository": "https://github.com/getsentry/XcodeBuildMCP",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 6035,
      "weekly_downloads": 77742,
      "star_trend_pct_30d": 0.6,
      "last_updated": "2026-07-06T07:35:38.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 90,
      "editorial_note": "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."
    },
    {
      "rank": 9,
      "name": "dev.repowise/repowise",
      "title": "Repowise",
      "slug": "dev-repowise-repowise",
      "url": "https://zplatform.ai/mcp-servers/#dev-repowise-repowise",
      "category": "productivity",
      "repository": "https://github.com/repowise-dev/repowise",
      "homepage": "https://www.repowise.dev",
      "official": true,
      "registry_status": "active",
      "github_stars": 3164,
      "weekly_downloads": 4272,
      "star_trend_pct_30d": 20.5,
      "last_updated": "2026-07-05T11:33:22.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": null,
      "quality_score": 89
    },
    {
      "rank": 10,
      "name": "io.github.artokun/comfyui-mcp",
      "title": "comfyui-mcp",
      "slug": "io-github-artokun-comfyui-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-artokun-comfyui-mcp",
      "category": "developer-tools",
      "repository": "https://github.com/artokun/comfyui-mcp",
      "homepage": null,
      "official": false,
      "registry_status": "active",
      "github_stars": 287,
      "weekly_downloads": 27219,
      "star_trend_pct_30d": 34.7,
      "last_updated": "2026-07-06T07:52:57.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 89
    },
    {
      "rank": 11,
      "name": "app.worldmonitor/mcp",
      "title": "World Monitor",
      "slug": "app-worldmonitor-mcp",
      "url": "https://zplatform.ai/mcp-servers/#app-worldmonitor-mcp",
      "category": "other",
      "repository": "https://github.com/koala73/worldmonitor",
      "homepage": "https://www.worldmonitor.app",
      "official": true,
      "registry_status": "active",
      "github_stars": 61441,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0,
      "last_updated": "2026-07-06T12:47:32.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": null,
      "quality_score": 88
    },
    {
      "rank": 12,
      "name": "com.microsoft/azure",
      "title": "Azure MCP Server",
      "slug": "com-microsoft-azure",
      "url": "https://zplatform.ai/mcp-servers/#com-microsoft-azure",
      "category": "cloud",
      "repository": "https://github.com/microsoft/mcp",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 3419,
      "weekly_downloads": 114108,
      "star_trend_pct_30d": 1.1,
      "last_updated": "2026-07-06T12:17:18.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "patched",
      "license": "MIT",
      "quality_score": 88,
      "editorial_note": "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."
    },
    {
      "rank": 13,
      "name": "com.microsoft/microsoft-fabric",
      "title": "Microsoft Fabric MCP Server",
      "slug": "com-microsoft-microsoft-fabric",
      "url": "https://zplatform.ai/mcp-servers/#com-microsoft-microsoft-fabric",
      "category": "other",
      "repository": "https://github.com/microsoft/mcp",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 3419,
      "weekly_downloads": null,
      "star_trend_pct_30d": 1.1,
      "last_updated": "2026-07-06T12:17:18.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 88
    },
    {
      "rank": 14,
      "name": "io.github.airweave-ai/search",
      "title": "Airweave Search",
      "slug": "io-github-airweave-ai-search",
      "url": "https://zplatform.ai/mcp-servers/#io-github-airweave-ai-search",
      "category": "search-web",
      "repository": "https://github.com/airweave-ai/airweave",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 6463,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0,
      "last_updated": "2026-06-05T09:52:19.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio",
        "streamable-http"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 88
    },
    {
      "rank": 15,
      "name": "io.github.anyproto/anytype-mcp",
      "title": "anytype-mcp",
      "slug": "io-github-anyproto-anytype-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-anyproto-anytype-mcp",
      "category": "developer-tools",
      "repository": "https://github.com/anyproto/anytype-mcp",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 467,
      "weekly_downloads": 44803,
      "star_trend_pct_30d": 1.1,
      "last_updated": "2026-06-29T21:12:35.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 88
    },
    {
      "rank": 16,
      "name": "io.github.basicmachines-co/basic-memory",
      "title": "basic-memory",
      "slug": "io-github-basicmachines-co-basic-memory",
      "url": "https://zplatform.ai/mcp-servers/#io-github-basicmachines-co-basic-memory",
      "category": "ai-memory",
      "repository": "https://github.com/basicmachines-co/basic-memory.git",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 3384,
      "weekly_downloads": 9144,
      "star_trend_pct_30d": 1.4,
      "last_updated": "2026-07-05T20:48:39.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "AGPL-3.0",
      "quality_score": 88,
      "editorial_note": "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."
    },
    {
      "rank": 17,
      "name": "io.github.CursorTouch/Windows-MCP",
      "title": "Windows-MCP",
      "slug": "io-github-cursortouch-windows-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-cursortouch-windows-mcp",
      "category": "developer-tools",
      "repository": "https://github.com/CursorTouch/Windows-MCP",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 6340,
      "weekly_downloads": 5261,
      "star_trend_pct_30d": 1,
      "last_updated": "2026-07-06T01:43:18.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "patched",
      "license": "MIT",
      "quality_score": 88,
      "editorial_note": "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."
    },
    {
      "rank": 18,
      "name": "io.github.PostHog/mcp",
      "title": "PostHog MCP Server",
      "slug": "io-github-posthog-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-posthog-mcp",
      "category": "developer-tools",
      "repository": "https://github.com/PostHog/posthog",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 35347,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.3,
      "last_updated": "2026-07-06T12:58:10.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http",
        "sse"
      ],
      "security_status": "unknown",
      "license": null,
      "quality_score": 88,
      "editorial_note": "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."
    },
    {
      "rank": 19,
      "name": "com.supabase/mcp",
      "title": "Supabase",
      "slug": "com-supabase-mcp",
      "url": "https://zplatform.ai/mcp-servers/#com-supabase-mcp",
      "category": "databases",
      "repository": "https://github.com/supabase/mcp",
      "homepage": "https://supabase.com/mcp",
      "official": true,
      "registry_status": "active",
      "github_stars": 2785,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.4,
      "last_updated": "2026-06-30T19:08:15.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio",
        "streamable-http"
      ],
      "security_status": "no_known_advisory",
      "license": "Apache-2.0",
      "quality_score": 87,
      "editorial_note": "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."
    },
    {
      "rank": 20,
      "name": "io.github.Ataraxy-Labs/sem",
      "title": "sem",
      "slug": "io-github-ataraxy-labs-sem",
      "url": "https://zplatform.ai/mcp-servers/#io-github-ataraxy-labs-sem",
      "category": "ai-memory",
      "repository": "https://github.com/Ataraxy-Labs/sem",
      "homepage": "https://ataraxy-labs.com",
      "official": true,
      "registry_status": "active",
      "github_stars": 3063,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0,
      "last_updated": "2026-07-05T21:38:48.532Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "Apache-2.0",
      "quality_score": 87
    },
    {
      "rank": 21,
      "name": "io.github.GLips/Figma-Context-MCP",
      "title": "Figma-Context-MCP",
      "slug": "io-github-glips-figma-context-mcp",
      "url": "https://zplatform.ai/mcp-servers/#io-github-glips-figma-context-mcp",
      "category": "design",
      "repository": "https://github.com/GLips/Figma-Context-MCP",
      "homepage": null,
      "official": false,
      "registry_status": "active",
      "github_stars": 15324,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.4,
      "last_updated": "2026-07-03T14:24:36.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "patched",
      "license": "MIT",
      "quality_score": 87,
      "editorial_note": "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."
    },
    {
      "rank": 22,
      "name": "io.github.OpenOSINT/openosint",
      "title": "OpenOSINT",
      "slug": "io-github-openosint-openosint",
      "url": "https://zplatform.ai/mcp-servers/#io-github-openosint-openosint",
      "category": "communication",
      "repository": "https://github.com/OpenOSINT/OpenOSINT",
      "homepage": "https://openosint.tech",
      "official": true,
      "registry_status": "active",
      "github_stars": 915,
      "weekly_downloads": 669,
      "star_trend_pct_30d": 15.8,
      "last_updated": "2026-07-05T07:23:18.000Z",
      "actively_maintained": true,
      "transports": [
        "stdio"
      ],
      "security_status": "no_known_advisory",
      "license": "MIT",
      "quality_score": 87
    },
    {
      "rank": 23,
      "name": "ai.exa/exa",
      "title": "exa",
      "slug": "ai-exa-exa",
      "url": "https://zplatform.ai/mcp-servers/#ai-exa-exa",
      "category": "search-web",
      "repository": "https://github.com/exa-labs/exa-mcp-server",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 4672,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.6,
      "last_updated": "2026-07-02T21:56:17.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http"
      ],
      "security_status": "unknown",
      "license": "MIT",
      "quality_score": 86,
      "editorial_note": "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."
    },
    {
      "rank": 24,
      "name": "com.cloudflare.mcp/mcp",
      "title": "mcp",
      "slug": "com-cloudflare-mcp-mcp",
      "url": "https://zplatform.ai/mcp-servers/#com-cloudflare-mcp-mcp",
      "category": "cloud",
      "repository": "https://github.com/cloudflare/mcp-server-cloudflare",
      "homepage": null,
      "official": true,
      "registry_status": "active",
      "github_stars": 3923,
      "weekly_downloads": null,
      "star_trend_pct_30d": 0.5,
      "last_updated": "2026-07-01T13:36:20.000Z",
      "actively_maintained": true,
      "transports": [
        "streamable-http",
        "sse"
      ],
      "security_status": "unknown",
      "license": "Apache-2.0",
      "quality_score": 86
    },
    {
      "rank": 25,
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