MCP servers — ranked by growth
MCP servers expose tools, data, and services to AI agents through the Model Context Protocol. Ranked weekly by growth signals computed from daily GitHub snapshots.
Data as of 2026-06-13 · first weekly scoring run pending · updated weekly
Active projects
546
Trending
0
Emerging
0
Declining
0
Stars gained / wk
0
All mcp servers, ranked
546 active projects. Sorted by growth score; projects without a score yet (newly tracked) follow, sorted by stars.
| # | Project | Signal | Score | Δ★ 7d | Total ★ |
|---|---|---|---|---|---|
| 1 | microsoft/markitdown ↗ | No score yet | — | +2,435 | 152,233 |
| 2 | MCP Reference Servers ↗ | No score yet | — | +149 | 87,147 |
| 3 | Netdata ↗ | No score yet | — | +37 | 79,138 |
| 4 | io.github.IncorporatedPartners/labelhead-artist-momentum ↗ | No score yet | — | +387 | 70,231 |
| 5 | Scrapling MCP Server ↗ | No score yet | — | +726 | 63,341 |
| 6 | io.github.ruvnet/claude-flow ↗ | No score yet | — | +421 | 59,197 |
| 7 | Context7 ↗ | No score yet | — | +153 | 57,261 |
| 8 | io.github.tldraw/tldraw ↗ | No score yet | — | +81 | 47,757 |
| 9 | Metabase ↗ | No score yet | — | +41 | 47,662 |
| 10 | Chrome DevTools MCP ↗ | No score yet | — | +239 | 43,495 |
| 11 | mindsdb/mindsdb ↗ | No score yet | — | +21 | 39,299 |
| 12 | io.github.bytedance/mcp-server-browser ↗ | No score yet | — | +60 | 36,340 |
| 13 | PostHog MCP Server ↗ | No score yet | — | +61 | 35,005 |
| 14 | Playwright MCP ↗ | No score yet | — | +113 | 33,834 |
| 15 | GitHub MCP Server ↗ | No score yet | — | +71 | 30,626 |
| 16 | eyaltoledano/claude-task-master ↗ | No score yet | — | +66 | 27,428 |
| 17 | Serena MCP: the IDE for your agent ↗ | No score yet | — | +107 | 25,299 |
| 18 | MCP Python SDK ↗ | No score yet | — | +18 | 23,298 |
| 19 | Oh My Posh Validator ↗ | No score yet | — | +35 | 22,820 |
| 20 | ahujasid/blender-mcp ↗ | No score yet | — | +112 | 22,657 |
| 21 | Skyvern ↗ | No score yet | — | +23 | 21,893 |
| 22 | Agent Skills Search Server ↗ | No score yet | — | +160 | 20,407 |
| 23 | Keploy ↗ | No score yet | — | +14 | 17,614 |
| 24 | MCP Toolbox for Databases ↗ | No score yet | — | +44 | 15,602 |
| 25 | io.github.GLips/Figma-Context-MCP ↗ | No score yet | — | +39 | 15,095 |
| 26 | mickaelkerjean/filestash ↗ | No score yet | — | — | 14,303 |
| 27 | OpenMetadata ↗ | No score yet | — | +24 | 14,177 |
| 28 | MCP TypeScript SDK ↗ | No score yet | — | +13 | 12,653 |
| 29 | io.github.kubeshark/mcp ↗ | No score yet | — | — | 11,951 |
| 30 | convex-backend ↗ | No score yet | — | +16 | 11,919 |
| 31 | PipedreamHQ/pipedream ↗ | No score yet | — | +10 | 11,461 |
| 32 | elie222/inbox-zero ↗ | No score yet | — | +73 | 11,221 |
| 33 | awslabs/mcp ↗ | No score yet | — | +17 | 9,256 |
| 34 | idosal/git-mcp ↗ | No score yet | — | — | 8,163 |
| 35 | PraisonAI ↗ | No score yet | — | +11 | 8,121 |
| 36 | MCP Registry Server ↗ | No score yet | — | — | 6,922 |
| 37 | browsermcp/mcp ↗ | No score yet | — | +15 | 6,664 |
| 38 | Firecrawl MCP Server ↗ | No score yet | — | +16 | 6,554 |
| 39 | Airweave Search ↗ | No score yet | — | — | 6,438 |
| 40 | Claude Code Explorer MCP ↗ | No score yet | — | — | 6,284 |
| 41 | Desktop Commander ↗ | No score yet | — | +22 | 6,163 |
| 42 | io.github.CursorTouch/Windows-MCP ↗ | No score yet | — | +33 | 5,956 |
| 43 | com.xcodebuildmcp/XcodeBuildMCP ↗ | No score yet | — | +17 | 5,897 |
| 44 | lharries/whatsapp-mcp ↗ | No score yet | — | +19 | 5,776 |
| 45 | ai.klavis/strata ↗ | No score yet | — | — | 5,748 |
| 46 | MCP Playwright ↗ | No score yet | — | — | 5,550 |
| 47 | io.github.mobile-next/mobile-mcp ↗ | No score yet | — | +24 | 5,193 |
| 48 | io.github.t8y2/dbx ↗ | No score yet | — | +384 | 5,155 |
| 49 | 21st-dev/Magic-MCP ↗ | No score yet | — | +54 | 5,095 |
| 50 | bram2w/baserow ↗ | No score yet | — | +64 | 5,041 |
| 51 | ai.exa/exa ↗ | No score yet | — | +12 | 4,570 |
| 52 | io.github.firebase/firebase-mcp ↗ | No score yet | — | — | 4,423 |
| 53 | io.github.antvis/mcp-server-chart ↗ | No score yet | — | — | 4,155 |
| 54 | Coding-Solo/godot-mcp ↗ | No score yet | — | +53 | 4,149 |
| 55 | io.github.txn2/kubefwd ↗ | No score yet | — | — | 4,119 |
| 56 | Tolgee ↗ | No score yet | — | — | 3,971 |
| 57 | haris-musa/excel-mcp-server ↗ | No score yet | — | +10 | 3,925 |
| 58 | Cloudflare MCP Server ↗ | No score yet | — | — | 3,854 |
| 59 | dagger/container-use ↗ | No score yet | — | +25 | 3,846 |
| 60 | shashankss1205/codegraphcontext ↗ | No score yet | — | +37 | 3,717 |
| 61 | mckinsey/vizro-mcp ↗ | No score yet | — | — | 3,700 |
| 62 | Codebase Memory ↗ | No score yet | — | +295 | 3,404 |
| 63 | RevoGrid DataGrid MCP ↗ | No score yet | — | — | 3,402 |
| 64 | Browserbase MCP ↗ | No score yet | — | — | 3,371 |
| 65 | io.github.homeassistant-ai/ha-mcp ↗ | No score yet | — | +35 | 3,350 |
| 66 | Azure MCP Server ↗ | No score yet | — | +17 | 3,307 |
| 67 | io.github.basicmachines-co/basic-memory ↗ | No score yet | — | +42 | 3,222 |
| 68 | io.github.IvanMurzak/Unity-MCP ↗ | No score yet | — | +37 | 3,140 |
| 69 | io.github.grafana/mcp-grafana ↗ | No score yet | — | +14 | 3,137 |
| 70 | DBHub ↗ | No score yet | — | +20 | 2,961 |
| 71 | io.github.giancarloerra/socraticode ↗ | No score yet | — | +14 | 2,902 |
| 72 | crystaldba/postgres-mcp ↗ | No score yet | — | +19 | 2,894 |
| 73 | Claude Code Explorer MCP ↗ | No score yet | — | +27 | 2,885 |
| 74 | io.github.blazickjp/arxiv-mcp-server ↗ | No score yet | — | — | 2,850 |
| 75 | NotFair-GoogleAds ↗ | No score yet | — | +30 | 2,843 |
| 76 | Jpisnice/shadcn-ui-mcp-server ↗ | No score yet | — | — | 2,793 |
| 77 | Supabase ↗ | No score yet | — | — | 2,734 |
| 78 | zcaceres/markdownify-mcp ↗ | No score yet | — | — | 2,732 |
| 79 | agent-device ↗ | No score yet | — | +50 | 2,714 |
| 80 | Semiotic ↗ | No score yet | — | — | 2,675 |
| 81 | io.github.brightdata/brightdata-mcp ↗ | No score yet | — | — | 2,448 |
| 82 | metatool-ai/metatool-app ↗ | No score yet | — | +11 | 2,410 |
| 83 | EdgarTools ↗ | No score yet | — | +14 | 2,333 |
| 84 | Repowise ↗ | No score yet | — | +34 | 2,285 |
| 85 | ShipSwift ↗ | No score yet | — | +10 | 2,173 |
| 86 | cjo4m06/mcp-shrimp-task-manager ↗ | No score yet | — | — | 2,110 |
| 87 | io.github.tavily-ai/tavily-mcp ↗ | No score yet | — | +15 | 2,099 |
| 88 | ios-simulator-mcp ↗ | No score yet | — | — | 2,044 |
| 89 | io.github.butterbase-ai/mcp ↗ | No score yet | — | +211 | 2,019 |
| 90 | PaperBanana ↗ | No score yet | — | +16 | 1,984 |
| 91 | jCodemunch MCP ↗ | No score yet | — | — | 1,912 |
| 92 | Azure DevOps (ADO) ↗ | No score yet | — | +13 | 1,809 |
| 93 | benborla29/mcp-server-mysql ↗ | No score yet | — | — | 1,808 |
| 94 | CoderGamester/mcp-unity ↗ | No score yet | — | — | 1,768 |
| 95 | io.github.timescale/pg-aiguide ↗ | No score yet | — | — | 1,762 |
| 96 | julien040/anyquery ↗ | No score yet | — | — | 1,715 |
| 97 | Microsoft Learn MCP ↗ | No score yet | — | — | 1,703 |
| 98 | io.github.blitzdotdev/blitz ↗ | No score yet | — | — | 1,698 |
| 99 | io.github.containers/kubernetes-mcp-server ↗ | No score yet | — | — | 1,679 |
| 100 | korotovsky/slack-mcp-server ↗ | No score yet | — | — | 1,662 |