MCP Ecosystem Report
27,553 tools indexed
20 new this week
1 big gainers
2 notable releases
Top 10 This Week
Current leaderboard snapshot — scored nightly from GitHub signals.
| # | Tool | Score | Stars |
|---|---|---|---|
| #1 | unity-mcp /CoplayDev | 97.6 | ★ 7,646 |
| #2 | mcp-for-beginners /microsoft | 97.6 | ★ 15,642 |
| #3 | azure-devops-mcp /microsoft | 97.6 | ★ 1,475 |
| #4 | boost /laravel | 97.1 | ★ 3,359 |
| #5 | mcp-go /mark3labs | 96.7 | ★ 8,446 |
| #6 | modelcontextprotocol /perplexityai | 95.8 | ★ 2,050 |
| #7 | fastmcp /PrefectHQ | 95.6 | ★ 24,048 |
| #8 | mcp-unity /CoderGamester | 95.5 | ★ 1,514 |
| #9 | jcodemunch-mcp /jgravelle | 95.4 | ★ 1,269 |
| #10 | mcphub /samanhappy | 94.9 | ★ 1,931 |
Biggest Movers
Largest rank changes over the past 7 days.
Gainers
csharp-tunit +381 (#500 → #119)
Losers
nano-banana-2 -153 (#341 → #494)
twitter-automation -153 (#342 → #495)
agent-tools -153 (#343 → #496)
remotion-render -153 (#344 → #497)
qwen-image-2 -153 (#345 → #498)
New in the Index
20 tools entered the AgentRank index this week for the first time.
facebook-ads-library-mcp proxy-intell openclaw-mcp freema PerformanceStudio erikdarlingdata zig-mcp zig-wasm idea-reality-mcp mnemox-ai mcp-brasil jxnxts xiaohongshu-mcp-python luyike221 certctl shankar0123 keeper.sh ridafkih rohlik-mcp tomaspavlin jdocmunch-mcp jgravelle mcp-simple-pubmed andybrandt
Notable Releases
Significant new versions shipped this week.
jcodemunch-mcp v1.12.9 — OpenRouter, tri-state summarizer config, circuit breaker, test_summarizer tool released
## What's new ### Tri-state `use_ai_summaries` `use_ai_summaries` now accepts `"auto"` (new default — auto-detect from env keys), `true` (use explicit `summarizer_provider` + `summarizer_model`), or …
mcphub v0.12.10 released
## What's Changed * fix(logging): enhance error serialization in logs for better detail retention by @samanhappy in https://github.com/samanhappy/mcphub/pull/700 * fix(smart-routing): harden embedding…
Index by Category
Tool distribution across categories this week.