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GitHub Analytics MCP — Repo & Trend Research

Repo statistics, trending lookups, code-search queries, and dev-trend aggregation. For AI agents that need to evaluate libraries, monitor competitor projects, or surface emerging open-source tools. Distinct from the Developer Tools MCP — this one is GitHub-specific and goes deeper on repo analytics.

Version:
hosted
Publisher:
nexgendata-apify

Install

Generated from the server’s transport data — never hand-written. Placeholders in angle brackets are yours to fill.

Run it with its own identity, a budget you set, and every call audited — no local config to keep in sync.

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What it can do

As declared by the publisher

Tools · 4

  • compare_repos

    Compare multiple GitHub repositories side-by-side with key metrics. Returns star counts, fork counts, issues, primary language, and comparative analysis for each repository. Use for choosing between similar projects or analyzing competitive landscape.

  • get_repo_languages

    Analyze the programming language composition of a GitHub repository. Returns percentage breakdown of languages used, dominant language, and file counts per language. Use for understanding project tech stack or evaluating language distribution.

  • get_repo_stats

    Fetch comprehensive statistics for a specific GitHub repository. Returns total stars, forks, issues (open/closed), pull requests, watchers, last commit date, and contributor count. Returns metrics useful for assessing project popularity and maintenance status.

  • search_repos

    Search across GitHub for repositories matching keywords, sorted by relevance or metrics. Returns matching repositories with description, star count, language, and last update timestamp. Use for finding projects, libraries, or code samples related to specific topics.

Resources · 1

  • GitHub API Coverage

    Supports repository stats, search, language analysis, and multi-repo comparison.

Prompts · 2

  • project_evaluation

    Evaluate an open-source project for quality, activity, and community health.

  • repo_comparison

    Compare GitHub repositories side-by-side with stars, forks, languages, and activity metrics.

GitHub Analytics MCP — Repo & Trend Research MCP server — setup for Claude Code, Cursor and VS Code · connect0