Agent 15 · MCP · GitHub Integration

GitHub Repo Intelligence Agent

Paste any public GitHub repo URL and get back a live intelligence briefing — what it does, its tech stack, activity signal, open issue themes, and a health verdict — powered by MCP tool calls to the GitHub API.

MCP GitHub API Repo Analysis Tool Use

Repo Intelligence · Active

session: gh-0001

Sample repos:

A15

Repo Intelligence

Paste a GitHub repo URL and I'll pull live data via MCP — reading the repo metadata, README, recent commits, and open issues — then produce a structured intelligence briefing on what the project is, how active it is, what's broken, and whether it's healthy.

Enter any public GitHub repo URL, or try a preset above. Each analysis makes 4 live MCP tool calls to GitHub.

Cloudflare Worker

GitHub MCP

Claude API

Tokens: 0

Run: 0

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Live MCP Tool Calls

Each analysis triggers four real-time calls to the GitHub API via a Cloudflare-hosted MCP server — get_repo, get_readme, list_commits, and list_issues — with the tool trace visible in every response.

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Activity Signal

Commit velocity, star count, fork count, and open vs closed issue ratio are surfaced as structured metrics — giving a fast read on whether a project is active, slowing, or effectively abandoned.

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Health Verdict

The briefing concludes with a plain-language verdict — Healthy, Moderate, or Stalled — backed by the data Claude pulled, not a generic score. Useful for due diligence, dependency evaluation, or onboarding.

Read the Case Study →