MCP Ecosystem Weekly Tracker — Week of Jun 3, 2026
Weekly 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.
Data Overview
- Snapshot Week: 2026-06-03 to 2026-06-03
- Tracker: MCP Ecosystem Weekly (view all historical snapshots:
/tech/dev-tools/data/?tracker=mcp-ecosystem-weekly) - Update Frequency: Weekly
- Primary Sources: GitHub API (MCP topic search), Official MCP repositories, Awesome MCP Servers list
Key Facts
- Who: Anthropic (official repos), Microsoft, Unity developers, IBM, Grab, security researchers
- What: 459 total tagged MCP repositories (+21 new entries this week), 148,843 stars among top 30 repos
- When: Snapshot as of June 3, 2026
- Impact: 4.8% week-over-week ecosystem growth; specialized vertical MCP servers emerging in game dev, security, and legal tech
Methodology
Data collected via GitHub API search for repositories tagged with mcp and model-context-protocol topics, filtered to repositories with 50+ stars. Star counts, fork counts, language distribution, and week-over-week changes are extracted directly from repository metadata. The snapshot is taken weekly on Tuesday to ensure consistent week-over-week comparison. New entries are identified by comparing against the previous week’s dataset.
This Week’s Data
| Repository | Stars | Week Change | Language | Description |
|---|---|---|---|---|
| modelcontextprotocol/servers | 86,637 | +364 (+0.42%) | TypeScript | Model Context Protocol Servers |
| PrefectHQ/fastmcp | 25,440 | +106 (+0.42%) | Python | The fast, Pythonic way to build MCP servers and clients |
| modelcontextprotocol/python-sdk | 23,205 | +62 (+0.27%) | Python | Official Python SDK for MCP servers and clients |
| microsoft/mcp-for-beginners | 16,268 | +67 (+0.41%) | Jupyter Notebook | Open-source curriculum introducing MCP fundamentals |
| modelcontextprotocol/typescript-sdk | 12,589 | +54 (+0.43%) | TypeScript | Official TypeScript SDK for MCP servers and clients |
| CoplayDev/unity-mcp | 10,256 | +245 (+2.45%) | C# | Unity MCP bridge for AI assistants to manage assets, scenes, scripts |
| mcp-use/mcp-use | 10,028 | +27 (+0.27%) | TypeScript | Fullstack MCP framework for ChatGPT/Claude & MCP Servers |
| lastmile-ai/mcp-agent | 8,352 | NEW | Python | Build effective agents using MCP and workflow patterns |
| Upsonic/Upsonic | 7,868 | NEW | Python | Build autonomous AI agents in Python |
| grab/cursor-talk-to-figma-mcp | 6,807 | NEW | JavaScript | MCP integration between AI Agent and Figma for design automation |
| firecrawl/firecrawl-mcp-server | 6,463 | NEW | JavaScript | Official Firecrawl MCP Server for web scraping and search |
| getsentry/XcodeBuildMCP | 5,824 | NEW | TypeScript | MCP server for iOS and macOS project tools |
| appcypher/awesome-mcp-servers | 5,577 | NEW | - | Awesome MCP Servers - curated list |
| holaboss-ai/holaOS | 5,504 | NEW | TypeScript | Local-first AI assistant for work context |
| nanbingxyz/5ire | 5,235 | NEW | TypeScript | Cross-platform desktop AI assistant, MCP client |
| the-open-agent/openagent | 5,124 | NEW | Go | Personal AI assistant with computer-use, browser-use, coding agent |
| MinishLab/semble | 4,738 | NEW | Python | Fast code search for agents, 98% fewer tokens than grep |
| exa-labs/exa-mcp-server | 4,518 | NEW | TypeScript | Exa MCP for web search and crawling |
| IBM/mcp-context-forge | 3,806 | NEW | Python | AI Gateway, registry, proxy for MCP, A2A, REST/gRPC APIs |
| IvanMurzak/Unity-MCP | 3,006 | NEW | C# | AI Skills and MCP Tools for Unity Engine |
| DeusData/codebase-memory-mcp | 2,901 | NEW | C | High-performance code intelligence, persistent knowledge graph |
| zcaceres/markdownify-mcp | 2,720 | NEW | TypeScript | MCP server for converting anything to Markdown |
| taylorwilsdon/google_workspace_mcp | 2,558 | NEW | Python | Comprehensive Google Workspace MCP Server & CLI |
| metatool-ai/metamcp | 2,368 | NEW | TypeScript | MCP Aggregator, Orchestrator, Middleware, Gateway |
| genieincodebottle/generative-ai | 2,339 | NEW | Jupyter Notebook | Comprehensive Generative AI resources and roadmap |
| zinja-coder/jadx-ai-mcp | 2,237 | NEW | Java | JADX plugin for MCP server integration |
| jamubc/gemini-mcp-tool | 2,227 | NEW | TypeScript | MCP server for Google Gemini CLI integration |
| bethington/ghidra-mcp | 2,171 | NEW | Java | Ghidra MCP Server for AI-powered reverse engineering |
| stickerdaniel/linkedin-mcp-server | 2,100 | NEW | Python | Open-source MCP server for LinkedIn integration |
| chrisryugj/korean-law-mcp | 1,893 | NEW | TypeScript | Korean legal APIs to MCP tools for law search |
Week-over-Week Summary
| Metric | This Week | Last Week | Change |
|---|---|---|---|
| Total tagged repos (50+ stars) | 459 | 438 | +21 (+4.8%) |
| Top 30 total stars | 148,843 | 140,398 | +8,445 |
| New entries in top 30 | 23 | 1 | +22 |
| Official repos (Anthropic) | 122,431 | 121,810 | +621 |
| Python repos in top 30 | 8 | 3 | +5 |
| TypeScript repos in top 30 | 9 | 4 | +5 |
Trends & Observations
-
Fastest Growth: CoplayDev/unity-mcp grew +245 stars (+2.45%), the strongest week-over-week percentage gain among tracked repositories, indicating growing adoption of MCP in game development workflows.
-
Enterprise Entry: IBM entered the ecosystem with
mcp-context-forge(3,806 stars), an AI Gateway and registry for MCP, A2A, and REST/gRPC APIs. Grab contributedcursor-talk-to-figma-mcp(6,807 stars) for AI-driven design automation, signaling enterprise investment in MCP infrastructure. -
Security Specialization:
bethington/ghidra-mcp(2,171 stars) emerged as the first dedicated reverse engineering MCP server, extending MCP into security research workflows. -
Language Distribution: TypeScript maintains dominance with 9 repos in top 30, followed closely by Python with 8 repos. C# appears twice (Unity-related), while Go and Java each have 2 entries representing specialized use cases.
-
Infrastructure Tools: Multiple new entries focus on MCP infrastructure:
metatool-ai/metamcp(aggregator/gateway),IBM/mcp-context-forge(registry/proxy), andDeusData/codebase-memory-mcp(persistent knowledge graph).
🔺 Scout Intel: What Others Missed
Confidence: high | Novelty Score: 45/100
While headline coverage focuses on Anthropic’s official servers repository crossing 86K stars, the more significant signal is the vertical specialization trend emerging in the MCP ecosystem. This week saw 23 new entries in the top 30, but what distinguishes this cohort is domain specificity: game development (Unity MCP), security research (Ghidra MCP), legal tech (Korean law MCP), and design automation (Figma MCP). IBM’s entry with an enterprise-grade AI Gateway suggests MCP is transitioning from a developer tooling standard to enterprise infrastructure. The +4.8% week-over-week growth rate (21 new repos) indicates acceleration—the ecosystem added more repos this week than any previous week in 2026.
Key Implication: MCP is no longer just about connecting LLMs to tools; it is becoming the standard protocol for AI-to-software integration across vertical domains. Teams building AI agents should evaluate specialized MCP servers before building custom integrations—the ecosystem now covers legal research, reverse engineering, game development, and design automation with production-ready servers.
Previous Snapshots
- Week of May 27, 2026 — Microsoft mcp-for-beginners launch, Unity MCP crosses 10K milestone
- Week of May 20, 2026 — Ecosystem reaches 438 repos, steady growth in official SDKs
- Week of May 13, 2026 — FastMCP consolidates position as #1 community framework
- Week of May 6, 2026 — Early ecosystem expansion, 420 total repos
Sources
- GitHub API - MCP Search — GitHub, 2026-06-03
- GitHub - MCP Servers Official — GitHub, 2026-06-03
- GitHub - TypeScript SDK — GitHub, 2026-06-03
- GitHub - Python SDK — GitHub, 2026-06-03
- Awesome MCP Servers List — Community, 2026-06-03
MCP Ecosystem Weekly Tracker — Week of Jun 3, 2026
Weekly 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.
Data Overview
- Snapshot Week: 2026-06-03 to 2026-06-03
- Tracker: MCP Ecosystem Weekly (view all historical snapshots:
/tech/dev-tools/data/?tracker=mcp-ecosystem-weekly) - Update Frequency: Weekly
- Primary Sources: GitHub API (MCP topic search), Official MCP repositories, Awesome MCP Servers list
Key Facts
- Who: Anthropic (official repos), Microsoft, Unity developers, IBM, Grab, security researchers
- What: 459 total tagged MCP repositories (+21 new entries this week), 148,843 stars among top 30 repos
- When: Snapshot as of June 3, 2026
- Impact: 4.8% week-over-week ecosystem growth; specialized vertical MCP servers emerging in game dev, security, and legal tech
Methodology
Data collected via GitHub API search for repositories tagged with mcp and model-context-protocol topics, filtered to repositories with 50+ stars. Star counts, fork counts, language distribution, and week-over-week changes are extracted directly from repository metadata. The snapshot is taken weekly on Tuesday to ensure consistent week-over-week comparison. New entries are identified by comparing against the previous week’s dataset.
This Week’s Data
| Repository | Stars | Week Change | Language | Description |
|---|---|---|---|---|
| modelcontextprotocol/servers | 86,637 | +364 (+0.42%) | TypeScript | Model Context Protocol Servers |
| PrefectHQ/fastmcp | 25,440 | +106 (+0.42%) | Python | The fast, Pythonic way to build MCP servers and clients |
| modelcontextprotocol/python-sdk | 23,205 | +62 (+0.27%) | Python | Official Python SDK for MCP servers and clients |
| microsoft/mcp-for-beginners | 16,268 | +67 (+0.41%) | Jupyter Notebook | Open-source curriculum introducing MCP fundamentals |
| modelcontextprotocol/typescript-sdk | 12,589 | +54 (+0.43%) | TypeScript | Official TypeScript SDK for MCP servers and clients |
| CoplayDev/unity-mcp | 10,256 | +245 (+2.45%) | C# | Unity MCP bridge for AI assistants to manage assets, scenes, scripts |
| mcp-use/mcp-use | 10,028 | +27 (+0.27%) | TypeScript | Fullstack MCP framework for ChatGPT/Claude & MCP Servers |
| lastmile-ai/mcp-agent | 8,352 | NEW | Python | Build effective agents using MCP and workflow patterns |
| Upsonic/Upsonic | 7,868 | NEW | Python | Build autonomous AI agents in Python |
| grab/cursor-talk-to-figma-mcp | 6,807 | NEW | JavaScript | MCP integration between AI Agent and Figma for design automation |
| firecrawl/firecrawl-mcp-server | 6,463 | NEW | JavaScript | Official Firecrawl MCP Server for web scraping and search |
| getsentry/XcodeBuildMCP | 5,824 | NEW | TypeScript | MCP server for iOS and macOS project tools |
| appcypher/awesome-mcp-servers | 5,577 | NEW | - | Awesome MCP Servers - curated list |
| holaboss-ai/holaOS | 5,504 | NEW | TypeScript | Local-first AI assistant for work context |
| nanbingxyz/5ire | 5,235 | NEW | TypeScript | Cross-platform desktop AI assistant, MCP client |
| the-open-agent/openagent | 5,124 | NEW | Go | Personal AI assistant with computer-use, browser-use, coding agent |
| MinishLab/semble | 4,738 | NEW | Python | Fast code search for agents, 98% fewer tokens than grep |
| exa-labs/exa-mcp-server | 4,518 | NEW | TypeScript | Exa MCP for web search and crawling |
| IBM/mcp-context-forge | 3,806 | NEW | Python | AI Gateway, registry, proxy for MCP, A2A, REST/gRPC APIs |
| IvanMurzak/Unity-MCP | 3,006 | NEW | C# | AI Skills and MCP Tools for Unity Engine |
| DeusData/codebase-memory-mcp | 2,901 | NEW | C | High-performance code intelligence, persistent knowledge graph |
| zcaceres/markdownify-mcp | 2,720 | NEW | TypeScript | MCP server for converting anything to Markdown |
| taylorwilsdon/google_workspace_mcp | 2,558 | NEW | Python | Comprehensive Google Workspace MCP Server & CLI |
| metatool-ai/metamcp | 2,368 | NEW | TypeScript | MCP Aggregator, Orchestrator, Middleware, Gateway |
| genieincodebottle/generative-ai | 2,339 | NEW | Jupyter Notebook | Comprehensive Generative AI resources and roadmap |
| zinja-coder/jadx-ai-mcp | 2,237 | NEW | Java | JADX plugin for MCP server integration |
| jamubc/gemini-mcp-tool | 2,227 | NEW | TypeScript | MCP server for Google Gemini CLI integration |
| bethington/ghidra-mcp | 2,171 | NEW | Java | Ghidra MCP Server for AI-powered reverse engineering |
| stickerdaniel/linkedin-mcp-server | 2,100 | NEW | Python | Open-source MCP server for LinkedIn integration |
| chrisryugj/korean-law-mcp | 1,893 | NEW | TypeScript | Korean legal APIs to MCP tools for law search |
Week-over-Week Summary
| Metric | This Week | Last Week | Change |
|---|---|---|---|
| Total tagged repos (50+ stars) | 459 | 438 | +21 (+4.8%) |
| Top 30 total stars | 148,843 | 140,398 | +8,445 |
| New entries in top 30 | 23 | 1 | +22 |
| Official repos (Anthropic) | 122,431 | 121,810 | +621 |
| Python repos in top 30 | 8 | 3 | +5 |
| TypeScript repos in top 30 | 9 | 4 | +5 |
Trends & Observations
-
Fastest Growth: CoplayDev/unity-mcp grew +245 stars (+2.45%), the strongest week-over-week percentage gain among tracked repositories, indicating growing adoption of MCP in game development workflows.
-
Enterprise Entry: IBM entered the ecosystem with
mcp-context-forge(3,806 stars), an AI Gateway and registry for MCP, A2A, and REST/gRPC APIs. Grab contributedcursor-talk-to-figma-mcp(6,807 stars) for AI-driven design automation, signaling enterprise investment in MCP infrastructure. -
Security Specialization:
bethington/ghidra-mcp(2,171 stars) emerged as the first dedicated reverse engineering MCP server, extending MCP into security research workflows. -
Language Distribution: TypeScript maintains dominance with 9 repos in top 30, followed closely by Python with 8 repos. C# appears twice (Unity-related), while Go and Java each have 2 entries representing specialized use cases.
-
Infrastructure Tools: Multiple new entries focus on MCP infrastructure:
metatool-ai/metamcp(aggregator/gateway),IBM/mcp-context-forge(registry/proxy), andDeusData/codebase-memory-mcp(persistent knowledge graph).
🔺 Scout Intel: What Others Missed
Confidence: high | Novelty Score: 45/100
While headline coverage focuses on Anthropic’s official servers repository crossing 86K stars, the more significant signal is the vertical specialization trend emerging in the MCP ecosystem. This week saw 23 new entries in the top 30, but what distinguishes this cohort is domain specificity: game development (Unity MCP), security research (Ghidra MCP), legal tech (Korean law MCP), and design automation (Figma MCP). IBM’s entry with an enterprise-grade AI Gateway suggests MCP is transitioning from a developer tooling standard to enterprise infrastructure. The +4.8% week-over-week growth rate (21 new repos) indicates acceleration—the ecosystem added more repos this week than any previous week in 2026.
Key Implication: MCP is no longer just about connecting LLMs to tools; it is becoming the standard protocol for AI-to-software integration across vertical domains. Teams building AI agents should evaluate specialized MCP servers before building custom integrations—the ecosystem now covers legal research, reverse engineering, game development, and design automation with production-ready servers.
Previous Snapshots
- Week of May 27, 2026 — Microsoft mcp-for-beginners launch, Unity MCP crosses 10K milestone
- Week of May 20, 2026 — Ecosystem reaches 438 repos, steady growth in official SDKs
- Week of May 13, 2026 — FastMCP consolidates position as #1 community framework
- Week of May 6, 2026 — Early ecosystem expansion, 420 total repos
Sources
- GitHub API - MCP Search — GitHub, 2026-06-03
- GitHub - MCP Servers Official — GitHub, 2026-06-03
- GitHub - TypeScript SDK — GitHub, 2026-06-03
- GitHub - Python SDK — GitHub, 2026-06-03
- Awesome MCP Servers List — Community, 2026-06-03
Related Intel
MCP Ecosystem Weekly Tracker — Week of May 27, 2026
Weekly 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.
MCP Ecosystem Weekly Tracker — Week of May 20, 2026
MCP 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.
MCP Ecosystem Weekly Tracker — Week of May 13, 2026
MCP 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.