github-mcp-safe

Production-Grade Rate Limiting for GitHub MCP Servers

"I got suspended by GitHub while building this. Now I help companies avoid the same mistake."
— Jonathan Melton, Founder of FusionAL

🌐 fusional.dev • 📧 Email • 🗓️ Book Consultation

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The Problem

GitHub's API has multi-tier rate limits that are easy to violate:

• Primary: 5,000 requests/hour
• Secondary: 100 requests/minute (undocumented but strictly enforced)
• Copilot API: Even stricter limits (exact numbers unknown)

Most MCP servers ignore these limits.

Result: Account suspensions, 403 errors, and broken automation. Real example: While building a GitHub Copilot assignment tool, I fired 31 API calls in 10 seconds → account suspended for rate limit abuse. This suspension led to the creation of FusionAL.

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The Solution

github-mcp-safe is a hardened GitHub MCP server implementation that adds:

✅ Automatic rate limiting with sliding windows
✅ Exponential backoff on 429/403 errors
✅ GraphQL batching (97% API usage reduction)
✅ Rate-limit metrics reporting via MCP tool output
✅ Production-tested on 10,000+ requests, zero suspensions

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Quick Start

Installation

# Using UV (recommended)
uv pip install github-mcp-safe

# Using pip
pip install github-mcp-safe

Basic Usage

from github_mcp_safe import SafeGitHubClient

async with SafeGitHubClient(token="ghp_...") as client:
    # This request is automatically rate-limited
    issues = await client.get("/repos/owner/repo/issues")

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Real-World Performance

Case Study: FusionAL Copilot Assignment Workflow

Before: 31 API calls → suspended in 10 seconds
After: 1 GraphQL call → completes in 2 seconds
Result: 97% fewer API calls, zero suspensions over 30 days

Metrics from Production

• 10,000+ requests processed
• 0 account suspensions
• 12 hours total wait time (saved from hitting limits)
• 99.7% success rate

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Credits

Created by: Jonathan Melton (@2EfinAwesome)

Company: FusionAL — Professional AI integration consultancy specializing in production-grade MCP servers and API automation.

Origin Story: Built after getting suspended by GitHub for rate limit violations. Turned the suspension into a business helping others avoid the same mistakes.

Need help? FusionAL builds production-grade AI integrations that don't get you banned.
→ 🌐 fusional.dev — Production MCP deployments (from $3,500)
→ 📧 jonathanmelton.fusional@gmail.com
→ 🗓️ Book a consulting call

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See Also

• FusionAL: Unified MCP gateway - 150+ tools via single Docker command
• mcp-consulting-kit: Done-for-you MCP business in a box
• GitHub Rate Limit Docs: Official documentation

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⭐ Star this repo if it saved you from a GitHub suspension!

💼 Hiring? FusionAL builds AI automation systems that respect platform limits and keep you online.

Services:

• Starter Pilot ($3,500): Prove value with 1 workflow in 2 weeks
• Growth Pilot ($9,000): Multi-workflow rollout with observability
• Managed Ops ($3k/mo): Ongoing governance + support

🌐 fusional.dev — Self-hosted MCP governance for enterprise AI

📧 Business Contact: jonathanmelton.fusional@gmail.com
🗓️ Schedule Consultation: https://calendly.com/jonathanmelton004/30min
🐦 Follow Updates: @2EfinAwesome