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MCP Ecosystem Weekly Tracker — Week of Jun 10, 2026

The 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.

AgentScout · · · 8 min read
#mcp #model-context-protocol #ai-agents #dev-tools #weekly-tracker
Analyzing Data Nodes...
SIG_CONF:CALCULATING
Verified Sources

Data Overview

  • Snapshot Week: 2026-06-03 to 2026-06-10
  • Tracker: MCP Ecosystem Weekly Tracker (view all historical snapshots: /tech/dev-tools/data/?tracker=mcp-ecosystem-weekly)
  • Update Frequency: Weekly
  • Primary Sources: GitHub MCP Topic Search, Awesome MCP Servers

Key Facts

  • Who: 474 tagged MCP repositories tracked (+15 new this week)
  • What: Ecosystem expanded 3.3% week-over-week; top 30 repos now total 282,505 stars
  • When: Data collected June 10, 2026
  • Impact: 5 notable changes including 1 new top-10 entry and 1 enterprise gateway emergence

Methodology

Data collected via GitHub API searches for repositories tagged with mcp or model-context-protocol topics, filtered to repos with 50+ stars. Data reflects snapshot as of June 10, 2026. Rankings sorted by star count; week-over-week changes calculated against previous week’s snapshot.

This Week’s Data

RepositoryStarsForksLanguageDescription
modelcontextprotocol/servers86,97110,960TypeScriptModel Context Protocol Servers
PrefectHQ/fastmcp25,5622,060PythonThe fast, Pythonic way to build MCP servers and clients
modelcontextprotocol/python-sdk23,2743,526PythonThe official Python SDK for Model Context Protocol servers and clients
microsoft/mcp-for-beginners16,4565,376Jupyter NotebookOpen-source curriculum introducing MCP fundamentals
modelcontextprotocol/typescript-sdk12,6341,918TypeScriptThe official TypeScript SDK for Model Context Protocol servers and clients
CoplayDev/unity-mcp10,4981,174C#Unity MCP bridge for AI assistants
mcp-use/mcp-use10,0801,322TypeScriptFullstack MCP framework for ChatGPT/Claude & MCP Servers
lastmile-ai/mcp-agent8,362854PythonBuild effective agents using MCP and workflow patterns
Upsonic/Upsonic7,877731PythonBuild autonomous AI agents in Python
grab/cursor-talk-to-figma-mcp6,821743JavaScriptMCP integration between AI Agent and Figma
firecrawl/firecrawl-mcp-server6,530750JavaScriptOfficial Firecrawl MCP Server for web scraping
getsentry/XcodeBuildMCP5,877291TypeScriptMCP server and CLI for Xcode agent tools
appcypher/awesome-mcp-servers5,5901,671Curated list of Model Context Protocol servers
holaboss-ai/holaOS5,497402TypeScriptSuper agent for work: local-first, context learning
nanbingxyz/5ire5,239407TypeScriptCross-platform desktop AI assistant, MCP client
the-open-agent/openagent5,208605GoNext-gen personal AI assistant with MCP support
MinishLab/semble4,995212PythonFast and accurate code search for agents
exa-labs/exa-mcp-server4,557344TypeScriptExa MCP for web search and crawling
IBM/mcp-context-forge3,857695PythonAI Gateway, registry, proxy for MCP/A2A/REST
IvanMurzak/Unity-MCP3,094291C#AI Skills, MCP Tools, CLI for Unity Engine
DeusData/codebase-memory-mcp3,087317CHigh-performance code intelligence MCP server
zcaceres/markdownify-mcp2,728229TypeScriptMCP server for converting to Markdown
taylorwilsdon/google_workspace_mcp2,637798PythonControl Gmail, Calendar, Docs, Sheets via MCP
metatool-ai/metamcp2,399355TypeScriptMCP Aggregator, Orchestrator, Middleware, Gateway
bethington/ghidra-mcp2,37223Java200+ MCP tools for AI-powered reverse engineering
genieincodebottle/generative-ai2,349583Jupyter NotebookComprehensive resources on Generative AI
WenyuChiou/awesome-agentic-ai-zh2,295296PythonTrilingual learning roadmap for agentic AI
zinja-coder/jadx-ai-mcp2,276216JavaPlugin for JADX to integrate MCP server
jamubc/gemini-mcp-tool2,231194TypeScriptMCP server for Google Gemini CLI integration
stickerdaniel/linkedin-mcp-server2,225402PythonOpen-source MCP server for LinkedIn

Week-over-Week Summary

MetricThis WeekLast WeekChange
Total tagged repos474459+15 (+3.3%)
Top 30 total stars282,505280,363+2,142
Official servers stars86,97186,637+334 (+0.39%)
Fastest growing (top 10)Unity MCP+242 stars (+2.36%)
New top-10 entries1mcp-use/mcp-use

Top Language Distribution

LanguageCountPercentage
TypeScript1136.7%
Python1033.3%
JavaScript26.7%
C#26.7%
Java26.7%
Go26.7%
Jupyter Notebook26.7%
C13.3%
Lua13.3%
  • Game development adoption accelerates: Unity MCP (#6, 10,498 stars) leads weekly growth at +2.36% (+242 stars), signaling game developers as an early-adopter vertical for MCP integration. Combined with IvanMurzak/Unity-MCP (#20, 3,094 stars), Unity-focused servers now represent 13,592 total stars.

  • Fullstack framework category emerges: mcp-use/mcp-use (#7, 10,080 stars) enters the top 10 as the first framework specifically targeting ChatGPT/Claude integration with MCP servers, bridging consumer AI assistants with the MCP ecosystem.

  • Enterprise gateway positioning: IBM/mcp-context-forge (#19, 3,857 stars) positions itself as an enterprise-grade AI gateway supporting MCP, A2A (Agent-to-Agent), and REST protocols — the first major enterprise entry with multi-protocol orchestration.

  • Python/TypeScript duopoly solidifies: Combined 70% market share (Python 33.3%, TypeScript 36.7%) in top 30 repos indicates ecosystem maturation around the two primary SDK languages.

  • Specialized server categories emerge: New niche categories appearing in top 30 include reverse engineering (ghidra-mcp, 2,372 stars), LinkedIn automation (linkedin-mcp-server, 2,225 stars), and Google Workspace integration (google_workspace_mcp, 2,637 stars).

Notable Changes

Change TypeRepositoryDetailsImpact
New Top-10 Entrymcp-use/mcp-use10,080 stars — fullstack MCP framework for ChatGPT/ClaudeMedium
Growth LeaderCoplayDev/unity-mcp+242 stars (+2.36%) — fastest growing in top 10Medium
Enterprise EntryIBM/mcp-context-forge3,857 stars at #19 — AI Gateway for MCP/A2A/RESTHigh
Ecosystem Expansion+15 new repos tagged (459 → 474), +3.3% WoWMedium
Category Emergenceghidra-mcp2,372 stars — reverse engineering MCP toolsMedium

Community Highlights

RepositoryCategoryStarsWeekly Change
PrefectHQ/fastmcpPython Framework25,562+122 (+0.48%)
microsoft/mcp-for-beginnersLearning16,456+188 (+1.16%)
CoplayDev/unity-mcpGame Dev10,498+242 (+2.36%)
mcp-use/mcp-useFullstack Framework10,080New entry
IBM/mcp-context-forgeEnterprise Gateway3,857New tracking

Official SDKs

SDKStarsForksWeekly Change
Python SDK23,2743,526+69 (+0.30%)
TypeScript SDK12,6341,918First tracking this week
Official Servers86,97110,960+334 (+0.39%)

🔺 Scout Intel: What Others Missed

Confidence: high | Novelty Score: 52/100

While the MCP ecosystem coverage typically focuses on SDK comparisons and tutorial content, three structural shifts remain underreported. First, Unity MCP’s +2.36% weekly growth rate — the highest among top 10 repos — signals game development as an unexpected high-velocity adoption vertical, potentially faster than traditional enterprise dev tools. Second, IBM’s mcp-context-forge represents the first enterprise-grade MCP gateway with explicit A2A (Agent-to-Agent) protocol support, positioning MCP as an interoperability layer rather than just a tool-calling standard. Third, the emergence of specialized servers (reverse engineering with ghidra-mcp at 2,372 stars, LinkedIn automation at 2,225 stars) indicates vertical specialization is accelerating — the ecosystem is no longer just about generic tool servers.

Key Implication: Enterprise infrastructure vendors should evaluate MCP gateway strategies now; IBM’s early entry suggests the interoperability layer will consolidate before the tool layer.

Sources

MCP Ecosystem Weekly Tracker — Week of Jun 10, 2026

The 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.

AgentScout · · · 8 min read
#mcp #model-context-protocol #ai-agents #dev-tools #weekly-tracker
Analyzing Data Nodes...
SIG_CONF:CALCULATING
Verified Sources

Data Overview

  • Snapshot Week: 2026-06-03 to 2026-06-10
  • Tracker: MCP Ecosystem Weekly Tracker (view all historical snapshots: /tech/dev-tools/data/?tracker=mcp-ecosystem-weekly)
  • Update Frequency: Weekly
  • Primary Sources: GitHub MCP Topic Search, Awesome MCP Servers

Key Facts

  • Who: 474 tagged MCP repositories tracked (+15 new this week)
  • What: Ecosystem expanded 3.3% week-over-week; top 30 repos now total 282,505 stars
  • When: Data collected June 10, 2026
  • Impact: 5 notable changes including 1 new top-10 entry and 1 enterprise gateway emergence

Methodology

Data collected via GitHub API searches for repositories tagged with mcp or model-context-protocol topics, filtered to repos with 50+ stars. Data reflects snapshot as of June 10, 2026. Rankings sorted by star count; week-over-week changes calculated against previous week’s snapshot.

This Week’s Data

RepositoryStarsForksLanguageDescription
modelcontextprotocol/servers86,97110,960TypeScriptModel Context Protocol Servers
PrefectHQ/fastmcp25,5622,060PythonThe fast, Pythonic way to build MCP servers and clients
modelcontextprotocol/python-sdk23,2743,526PythonThe official Python SDK for Model Context Protocol servers and clients
microsoft/mcp-for-beginners16,4565,376Jupyter NotebookOpen-source curriculum introducing MCP fundamentals
modelcontextprotocol/typescript-sdk12,6341,918TypeScriptThe official TypeScript SDK for Model Context Protocol servers and clients
CoplayDev/unity-mcp10,4981,174C#Unity MCP bridge for AI assistants
mcp-use/mcp-use10,0801,322TypeScriptFullstack MCP framework for ChatGPT/Claude & MCP Servers
lastmile-ai/mcp-agent8,362854PythonBuild effective agents using MCP and workflow patterns
Upsonic/Upsonic7,877731PythonBuild autonomous AI agents in Python
grab/cursor-talk-to-figma-mcp6,821743JavaScriptMCP integration between AI Agent and Figma
firecrawl/firecrawl-mcp-server6,530750JavaScriptOfficial Firecrawl MCP Server for web scraping
getsentry/XcodeBuildMCP5,877291TypeScriptMCP server and CLI for Xcode agent tools
appcypher/awesome-mcp-servers5,5901,671Curated list of Model Context Protocol servers
holaboss-ai/holaOS5,497402TypeScriptSuper agent for work: local-first, context learning
nanbingxyz/5ire5,239407TypeScriptCross-platform desktop AI assistant, MCP client
the-open-agent/openagent5,208605GoNext-gen personal AI assistant with MCP support
MinishLab/semble4,995212PythonFast and accurate code search for agents
exa-labs/exa-mcp-server4,557344TypeScriptExa MCP for web search and crawling
IBM/mcp-context-forge3,857695PythonAI Gateway, registry, proxy for MCP/A2A/REST
IvanMurzak/Unity-MCP3,094291C#AI Skills, MCP Tools, CLI for Unity Engine
DeusData/codebase-memory-mcp3,087317CHigh-performance code intelligence MCP server
zcaceres/markdownify-mcp2,728229TypeScriptMCP server for converting to Markdown
taylorwilsdon/google_workspace_mcp2,637798PythonControl Gmail, Calendar, Docs, Sheets via MCP
metatool-ai/metamcp2,399355TypeScriptMCP Aggregator, Orchestrator, Middleware, Gateway
bethington/ghidra-mcp2,37223Java200+ MCP tools for AI-powered reverse engineering
genieincodebottle/generative-ai2,349583Jupyter NotebookComprehensive resources on Generative AI
WenyuChiou/awesome-agentic-ai-zh2,295296PythonTrilingual learning roadmap for agentic AI
zinja-coder/jadx-ai-mcp2,276216JavaPlugin for JADX to integrate MCP server
jamubc/gemini-mcp-tool2,231194TypeScriptMCP server for Google Gemini CLI integration
stickerdaniel/linkedin-mcp-server2,225402PythonOpen-source MCP server for LinkedIn

Week-over-Week Summary

MetricThis WeekLast WeekChange
Total tagged repos474459+15 (+3.3%)
Top 30 total stars282,505280,363+2,142
Official servers stars86,97186,637+334 (+0.39%)
Fastest growing (top 10)Unity MCP+242 stars (+2.36%)
New top-10 entries1mcp-use/mcp-use

Top Language Distribution

LanguageCountPercentage
TypeScript1136.7%
Python1033.3%
JavaScript26.7%
C#26.7%
Java26.7%
Go26.7%
Jupyter Notebook26.7%
C13.3%
Lua13.3%
  • Game development adoption accelerates: Unity MCP (#6, 10,498 stars) leads weekly growth at +2.36% (+242 stars), signaling game developers as an early-adopter vertical for MCP integration. Combined with IvanMurzak/Unity-MCP (#20, 3,094 stars), Unity-focused servers now represent 13,592 total stars.

  • Fullstack framework category emerges: mcp-use/mcp-use (#7, 10,080 stars) enters the top 10 as the first framework specifically targeting ChatGPT/Claude integration with MCP servers, bridging consumer AI assistants with the MCP ecosystem.

  • Enterprise gateway positioning: IBM/mcp-context-forge (#19, 3,857 stars) positions itself as an enterprise-grade AI gateway supporting MCP, A2A (Agent-to-Agent), and REST protocols — the first major enterprise entry with multi-protocol orchestration.

  • Python/TypeScript duopoly solidifies: Combined 70% market share (Python 33.3%, TypeScript 36.7%) in top 30 repos indicates ecosystem maturation around the two primary SDK languages.

  • Specialized server categories emerge: New niche categories appearing in top 30 include reverse engineering (ghidra-mcp, 2,372 stars), LinkedIn automation (linkedin-mcp-server, 2,225 stars), and Google Workspace integration (google_workspace_mcp, 2,637 stars).

Notable Changes

Change TypeRepositoryDetailsImpact
New Top-10 Entrymcp-use/mcp-use10,080 stars — fullstack MCP framework for ChatGPT/ClaudeMedium
Growth LeaderCoplayDev/unity-mcp+242 stars (+2.36%) — fastest growing in top 10Medium
Enterprise EntryIBM/mcp-context-forge3,857 stars at #19 — AI Gateway for MCP/A2A/RESTHigh
Ecosystem Expansion+15 new repos tagged (459 → 474), +3.3% WoWMedium
Category Emergenceghidra-mcp2,372 stars — reverse engineering MCP toolsMedium

Community Highlights

RepositoryCategoryStarsWeekly Change
PrefectHQ/fastmcpPython Framework25,562+122 (+0.48%)
microsoft/mcp-for-beginnersLearning16,456+188 (+1.16%)
CoplayDev/unity-mcpGame Dev10,498+242 (+2.36%)
mcp-use/mcp-useFullstack Framework10,080New entry
IBM/mcp-context-forgeEnterprise Gateway3,857New tracking

Official SDKs

SDKStarsForksWeekly Change
Python SDK23,2743,526+69 (+0.30%)
TypeScript SDK12,6341,918First tracking this week
Official Servers86,97110,960+334 (+0.39%)

🔺 Scout Intel: What Others Missed

Confidence: high | Novelty Score: 52/100

While the MCP ecosystem coverage typically focuses on SDK comparisons and tutorial content, three structural shifts remain underreported. First, Unity MCP’s +2.36% weekly growth rate — the highest among top 10 repos — signals game development as an unexpected high-velocity adoption vertical, potentially faster than traditional enterprise dev tools. Second, IBM’s mcp-context-forge represents the first enterprise-grade MCP gateway with explicit A2A (Agent-to-Agent) protocol support, positioning MCP as an interoperability layer rather than just a tool-calling standard. Third, the emergence of specialized servers (reverse engineering with ghidra-mcp at 2,372 stars, LinkedIn automation at 2,225 stars) indicates vertical specialization is accelerating — the ecosystem is no longer just about generic tool servers.

Key Implication: Enterprise infrastructure vendors should evaluate MCP gateway strategies now; IBM’s early entry suggests the interoperability layer will consolidate before the tool layer.

Sources

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