MCP Ecosystem Report
29,964 tools indexed
20 new this week
5 big gainers
0 notable releases
Top 10 This Week
Current leaderboard snapshot — scored nightly from GitHub signals.
| # | Tool | Score | Stars |
|---|---|---|---|
| #1 | unity-mcp /CoplayDev | 95.5 | ★ 8,098 |
| #2 | fastmcp /PrefectHQ | 95.3 | ★ 24,472 |
| #3 | playwright-mcp /microsoft | 94.9 | ★ 30,669 |
| #4 | boost /laravel | 94.9 | ★ 3,383 |
| #5 | mcphub /samanhappy | 94.8 | ★ 1,996 |
| #6 | mcp-go /mark3labs | 94.7 | ★ 8,537 |
| #7 | azure-devops-mcp /microsoft | 94.5 | ★ 1,522 |
| #8 | ha-mcp /homeassistant-ai | 94.3 | ★ 2,036 |
| #9 | mcp-use /mcp-use | 94.1 | ★ 9,761 |
| #10 | KiCAD-MCP-Server /mixelpixx | 93.9 | ★ 617 |
Biggest Movers
Largest rank changes over the past 7 days.
Gainers
caveman-commit +382 (#471 → #89)
azure-cost +351 (#447 → #96)
chatgpt-app-builder +306 (#430 → #124)
exa-mcp-server +294 (#476 → #182)
mcp +286 (#390 → #104)
Losers
PhpCodeArcheology -359 (#88 → #447)
technology-stack-blueprint-generator -160 (#100 → #260)
copilot-instructions-blueprint-generator -159 (#103 → #262)
New in the Index
20 tools entered the AgentRank index this week for the first time.
ksail devantler-tech LMStudio-MCP infinitimeless typingmind-mcp TypingMind mcp-ms-office-documents ForLegalAI qartez-mcp kuberstar mcp-toolbox googleapis freshservice_mcp effytech mcp-bigquery-server ergut happy-platform-mcp Happy-Technologies-LLC lark-attendance larksuite caveman-help juliusbrussee awesome-mcp-servers wong2
Index by Category
Tool distribution across categories this week.