Google PageRank for AI agents. 25,000+ tools indexed.

gh-mcp by promplate

#1996 of 8915 by promplate
49 score

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

Ranked #1996 out of 8915 indexed tools.Has 28,783 GitHub stars.Has 113 contributors.Actively maintained with commits in the last week.
🔑
Is this your tool? Claim this listing to add maintainer context, get a verified badge, and unlock analytics.
Claim listing →

Signal Breakdown

Installs 0
Freshness 3d ago
Issue Health 65%
Stars 28,783
Platform Breadth 1 platform
Contributors 113
Description Detailed

How to Improve

Platforms medium impact

Only 1 platform listed — publishing to more platforms improves your score

Badge

AgentRank score for gh-mcp by promplate
[![AgentRank](https://agentrank-ai.com/api/badge/skill/glama-promplate--gh-mcp)](https://agentrank-ai.com/skill/glama-promplate--gh-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/skill/glama-promplate--gh-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/skill/glama-promplate--gh-mcp" alt="AgentRank"></a>

Supported Platforms

MCP

From the README

# GitHub MCP Server

The GitHub MCP Server connects AI tools directly to GitHub's platform. This gives AI agents, assistants, and chatbots the ability to read repositories and code files, manage issues and PRs, analyze code, and automate workflows. All through natural language interactions.

### Use Cases

- Repository Management: Browse and query code, search files, analyze commits, and understand project structure across any repository you have access to.
- Issue & PR Automation: Create, update, and manage issues and pull requests. Let AI help triage bugs, review code changes, and maintain project boards.
- CI/CD & Workflow Intelligence: Monitor GitHub Actions workflow runs, analyze build failures, manage releases, and get insights into your development pipeline.
- Code Analysis: Examine security findings, review Dependabot alerts, understand code patterns, and get comprehensive insights into your codebase.
- Team Collaboration: Access discussions, manage notifications, analyze team 
Read full README on GitHub →