Git.Top MCP server

Git.Top

The Knowledge Graph of Open Source.

GitHub provides code. Git.Top provides knowledge.

Git.Top turns unstructured GitHub repository data into structured project knowledge that humans and AI agents can search, compare, recommend, score, and call through REST APIs or MCP tools.

The Cloudflare Worker is the only product surface. It serves the human HTML pages, REST APIs, MCP endpoint, GitHub sync, and D1-backed knowledge data.

Production: git.top

Repository: github.com/haocn-ops/git-top

Connect An Agent

Use the focused MCP profile for the shortest first connection:

codex mcp add git-top --url https://git.top/mcp/core
claude mcp add --transport http --scope user git-top https://git.top/mcp/core

Then ask your agent:

Use Git.Top to recommend three open-source browser-agent projects for Docker, then cite the data source and one caveat for each.

Full setup, client status, and REST alternatives: git.top/connect.

Dated compatibility evidence and the distinction between configuration verification and real-client support: git.top/compatibility.

Registry-ready copy, profiles, privacy boundaries, campaign links, and submission status: git.top/distribution.json. An installable REST-first Agent Skill is available at skills/git-top-project-selection.

What Git.Top Does

• Discover open-source AI projects by category, deployment target, and use case.
• Compare projects with decision summaries, ranking signals, and tradeoffs.
• Find alternatives with similarity signals and comparison-ready shortlists.
• Explore project relationships across alternatives, related projects, dependencies, deployments, and use cases.
• Explain Git.Top Score, Agent Score, quality signals, risk flags, and evidence.
• Serve agent-native REST, OpenAPI, llms.txt, llms-full.txt, and MCP surfaces.

Product Surfaces

• /discover - browse AI agents, MCP servers, RAG, browser automation, and AI IDE projects.
• /recommend - turn use cases and constraints into explainable project shortlists.
• /compare - compare project shortlists.
• /alternatives and /alternatives/:project - find replacement candidates.
• /graph/:project - inspect project knowledge graphs.
• /score/:project - explain project score dimensions.
• /atlas - explore ecosystem maps.
• /api/* - consume structured knowledge.
• /mcp - connect agents through MCP.
• /mcp/core - connect a focused five-tool MCP profile for first-time use.

Architecture

GitHub API
  -> Git.Top ETL
  -> Cloudflare D1
  -> Worker pages, REST APIs, MCP tools, sync jobs, and quality gates

The project intentionally does not ship a separate Next.js app. Keeping Worker-rendered pages, APIs, sync, D1 access, OpenAPI, and MCP in one runtime avoids split product behavior.

Documentation

Shortened. The full README is on GitHub.