AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.
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io.github.crypto-ninja/github-mcp-server is an MCP server that AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 77/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"github-mcp": {
"env": {
"GITHUB_TOKEN": "ghp_...",
"MCP_WORKSPACE_ROOT": "/Users/yourname/projects/my-app"
},
"args": [
"-m",
"github_mcp"
],
"command": "python3"
}
}
}Are you the author?
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AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
uvx 'github-mcp-server' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
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No known CVEs.
Checked github-mcp-server against OSV.dev.
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The most comprehensive GitHub MCP server - Full GitHub workflow automation with Actions monitoring, advanced PR management, intelligent code search, and complete file management. Built for AI-powered development teams.
👉 New here? See the Quick Start Guide
This server is designed with AI agents in mind:
| Format | Use Case | Token Savings |
|---|---|---|
compact | Discovery, lists, status checks | 80-97% smaller |
json | Full details when needed | Full response |
markdown | Human-readable display | Formatted text |
| Resource | Full JSON | Compact | Savings |
|---|---|---|---|
| Commit | ~3,000 chars | ~100 chars | 97% |
| Issue | ~2,500 chars | ~150 chars | 94% |
| Repository | ~4,000 chars | ~200 chars | 95% |
| PR Overview | ~20,000 chars | ~1,800 chars | 91% (GraphQL) |
// Default: Use compact for most operations
const issues = await callMCPTool("github_list_issues", {
owner: "user", repo: "repo",
limit: 10,
response_format: "compact" // 94% smaller!
});
// Use json only when you need every field
const fullIssue = await callMCPTool("github_get_issue", {
owner: "user", repo: "repo",
issue_number: 42,
response_format: "json"
});
Combined with our code-first architecture (98% token reduction), you get the most efficient GitHub MCP server available.
📖 Documentation:
response_format: "compact" (80-97% token savings!)CLAUDE.md renamed to MCP_GUIDE.md with instructions for Claude, Cursor, Windsurf, Copilot, ClinePrevious: v2.5.1 - Architecture Refactor & Performance (December 9, 2025)
github_mcp.py split into modular package structurecallMCPTool now works seamlessly with plain JavaScript objectsPrevious: v2.5.0 - Phase 2 Full Send (December 4, 2025)
**MAJOR