MCP Ecosystem Weekly Tracker — July 22, 2026
Weekly snapshot of the Model Context Protocol ecosystem: 593 repositories, top servers by stars, language distribution, and protocol evolution toward the 2026-07-28 release candidate.
TRACKER Updated weekly 13 snapshots
Latest Snapshot Jul 22, 2026
MCP Ecosystem Weekly Tracker — July 22, 2026
Weekly snapshot of the Model Context Protocol ecosystem: 593 repositories, top servers by stars, language distribution, and protocol evolution toward the 2026-07-28 release candidate.
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- Jul 22, 2026MCP Ecosystem Weekly Tracker — July 22, 2026Weekly snapshot of the Model Context Protocol ecosystem: 593 repositories, top servers by stars, language distribution, and protocol evolution toward the 2026-07-28 release candidate.
- Jul 8, 2026MCP Ecosystem Weekly Snapshot — July 8, 2026Weekly snapshot of the Model Context Protocol ecosystem: 550 repositories, key movers, new entries, and trend analysis for the week of July 2–8, 2026.
- Jun 24, 2026MCP Ecosystem Tracker — Week of Jun 23, 2026MCP ecosystem reaches 511 repositories (+21, +4.3% WoW). MinishLab/semble grows +3.15% with 98% token reduction for code search. Google Workspace MCP surges +8.16%. Three new specialized domains emerge.
- Jun 17, 2026MCP Ecosystem Weekly Tracker — Week of Jun 17, 2026MCP ecosystem crosses 490 repositories (+16 this week, +3.4% WoW). Unity MCP surges +2.22% as gaming-AI integration accelerates. FastMCP leads community repos with 25,666 stars.
- Jun 10, 2026MCP Ecosystem Weekly Tracker — Week of Jun 10, 2026The MCP ecosystem grew to 474 tagged repositories (+15 new, +3.3% WoW). Unity MCP leads growth at +2.36%, IBM/mcp-context-forge emerges as enterprise gateway, and mcp-use enters top 10 as a fullstack framework.
- Jun 3, 2026MCP Ecosystem Weekly Tracker — Week of Jun 3, 2026Weekly snapshot: 459 MCP repositories (+21 this week, +4.8% WoW). Unity-mcp leads growth at +2.45%, IBM and Grab enter with enterprise tools, Ghidra MCP emerges for security.
- May 27, 2026MCP Ecosystem Weekly Tracker — Week of May 27, 2026Weekly snapshot of MCP ecosystem: 438 repositories (+18 this week), Microsoft's mcp-for-beginners launched at 16,201 stars, Unity MCP crossed 10K milestone, official servers repo at 86,273 stars.
- May 20, 2026MCP Ecosystem Weekly Tracker — Week of May 20, 2026MCP ecosystem expands to 420 repos (+4.7% WoW). Unity MCP integration surges with CoplayDev/unity-mcp entering top 10. Python SDK overtakes official servers repo as most starred SDK. Weekly data on 30 top repositories.
- May 13, 2026MCP Ecosystem Weekly Tracker — Week of May 13, 2026MCP ecosystem grows to 401 repos with Unity tools emerging as a new category. Enterprise platforms from IBM and Stacklok signal production-readiness. Weekly data on 30 top repositories.
- May 6, 2026MCP Ecosystem Weekly Tracker — Week of May 6, 2026MCP ecosystem grows to 392 tagged repositories (+33 WoW). FastMCP reaches 25,009 stars, official MCP servers at 85,093 stars. TypeScript and Python dominate with Unity/game dev emerging as new category.
- Apr 29, 2026MCP Ecosystem Weekly Snapshot — Week of April 29, 2026MCP ecosystem reaches 359 repos above 50 stars. GitHub's official MCP server surged 8.55% (+2,300 stars) driven by VS Code Copilot integration. Enterprise MCP gateways emerge as new category.
- Apr 22, 2026MCP Ecosystem Weekly Tracker — Week of Apr 22, 2026MCP ecosystem grew to 359 tagged repositories (+14 this week), with top 30 projects totaling 124,947 stars. Unity MCP integrations lead growth at +2.71%, while Firecrawl and IBM enter with enterprise-ready MCP servers.
- Apr 15, 2026MCP Ecosystem Weekly TrackerWeekly snapshot of the Model Context Protocol ecosystem: 345 repositories tracked, FastMCP leads community growth with 24,535 stars, Python SDK outpaces TypeScript by 85%.