MCP Server Ecosystem Analysis: Star Distribution Across Top 5 MCP Server Repos

[fjcobu14]

📊 MCP Server Ecosystem Analysis Report

This issue documents a comprehensive ecosystem assessment of the top MCP server repositories on GitHub, with docker-mcp positioned within the broader landscape.

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🔍 Methodology

• Search query: modelcontextprotocol servers
• Scope: First 5 repositories returned by GitHub search
• Supplementary: Detailed review of QuantGeekDev/docker-mcp (repo details + open issues)

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🏆 Top 5 MCP Server Repositories

#	Repository	Stars	Language	Description
1	perplexityai/modelcontextprotocol	2,299	TypeScript	Official MCP server for the Perplexity API Platform
2	dataforseo/mcp-server-typescript	217	TypeScript	DataForSEO API modelcontextprotocol server
3	QuantGeekDev/docker-mcp	482	Python	Docker MCP Server (modelcontextprotocol)
4	awslabs/mcp	9,260	Python	Open source MCP Servers for AWS
5	snyk/agent-scan	2,568	Python	Security scanner for AI agents, MCP servers and agent skills

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📈 Key Metrics

Metric	Value
Total Star Count (all 5 repos)	14,826
Median Star Count	2,299
Python Repos	3 (60%)
TypeScript Repos	2 (40%)
docker-mcp Open Issues (first page)	10

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🐳 docker-mcp Deep Dive

• Stars: 482 | Forks: 60 | License: MIT
• Language: Python 3.12+
• Core Features: Container creation, Docker Compose deployment, log retrieval, container listing
• Current Limitations: No volume/network management, no health checks, no restart policies, no resource limits
• Open Issues (10 on first page): Include security concerns (Security: Command injection via shell=True in WindowsExecutor #19 – command injection via shell=True), transport improvements (Add HTTP/Streamable HTTP transport for containerised deployment #22 – HTTP/Streamable HTTP), rootless Docker bug (bug: DOCKER_HOST environment variable is ignored in Rootless Docker mode #21), remote SSH connectivity (Unable to connect to remote SSH server using "docker-mcp" #17), and permission manifest review (Request: Review auto-generated MCP permission manifest for Docker #16).

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🧠 Ecosystem Insights

1. AWS dominates the space — awslabs/mcp leads with 9,260 stars, reflecting strong enterprise demand for AWS-native MCP integrations.
2. Python is the dominant language — 3 out of 5 repos use Python, suggesting the MCP ecosystem leans heavily toward Python tooling.
3. Security is a growing concern — docker-mcp has an open security issue around command injection, and snyk/agent-scan (2,568 stars) exists specifically to address MCP/agent security.
4. docker-mcp is mid-tier — At 482 stars, it sits in the lower half of the top 5 but is the only repo focused on Docker/container orchestration, filling a unique niche.
5. Transport evolution — The open issue for HTTP/Streamable HTTP transport (Add HTTP/Streamable HTTP transport for containerised deployment #22) signals that MCP servers are moving beyond stdio-only communication toward containerized, network-accessible deployments.

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This analysis was generated as part of an automated ecosystem assessment. Data snapshot taken on 2026-06-14.