Guide to converting GitHub repositories into MCP servers automatically. Extract tools from OpenAPI, GraphQL, and REST APIs for Claude Desktop, Cursor, Windsurf, Cline, and VS Code. AI-powered code generation creates type-safe TypeScript/Python MCP servers. Zero config — just paste a repo URL.
Scanned 6/7/2026
Install via CLI
openskills install nirholas/three-ui---
name: github-to-mcp-guide
description: Guide to converting GitHub repositories into MCP servers automatically. Extract tools from OpenAPI, GraphQL, and REST APIs for Claude Desktop, Cursor, Windsurf, Cline, and VS Code. AI-powered code generation creates type-safe TypeScript/Python MCP servers. Zero config — just paste a repo URL.
license: MIT
metadata:
category: development
difficulty: intermediate
author: nich
tags: [development, github-to-mcp-guide]
---
# GitHub-to-MCP Conversion Guide
Convert any GitHub repository into an MCP server automatically. The tool analyzes the repo's API surface (OpenAPI specs, GraphQL schemas, REST endpoints) and generates a working MCP server with type-safe tools.
## How It Works
```
GitHub Repo URL
│
▼
1. Clone & analyze repo
│
▼
2. Detect API surface
├── OpenAPI/Swagger specs
├── GraphQL schemas
├── REST route definitions
└── Function exports
│
▼
3. Generate MCP server
├── TypeScript or Python
├── Type-safe tool definitions
├── Parameter validation
└── Error handling
│
▼
4. Ready-to-use MCP server
```
## Quick Start
```bash
npx github-to-mcp https://github.com/owner/repo
```
This generates a ready-to-use MCP server in `./mcp-output/`.
## Supported API Formats
| Format | Detection | Example |
|--------|-----------|---------|
| **OpenAPI 3.x** | `openapi.json`, `swagger.yaml` | REST APIs with full schema |
| **GraphQL** | `schema.graphql`, introspection | Query/mutation → tools |
| **Express/Fastify** | Route scanning | `app.get('/api/...')` → tools |
| **Next.js API** | Route file detection | `app/api/*/route.ts` → tools |
| **Function exports** | Named export analysis | `export function doThing()` → tools |
## Output Options
### TypeScript MCP Server
```bash
github-to-mcp https://github.com/owner/repo --lang typescript
```
Generates a Node.js MCP server with full TypeScript types.
### Python MCP Server
```bash
github-to-mcp https://github.com/owner/repo --lang python
```
Generates a Python MCP server using the official MCP SDK.
## AI-Powered Generation
When the API surface is ambiguous, the tool uses AI (GPT-4 or Claude) to:
- Infer parameter types from usage patterns
- Generate meaningful tool descriptions
- Create example inputs for each tool
- Handle edge cases in API design
## Use Cases
### Turn a DeFi Protocol into MCP Tools
```bash
github-to-mcp https://github.com/aave/aave-v3-core
# → Generates MCP tools for supply, borrow, repay, liquidate, etc.
```
### Convert a Data API
```bash
github-to-mcp https://github.com/nirholas/crypto-data-aggregator
# → Generates MCP tools for price queries, portfolio tracking, alerts
```
### Make Internal Tools AI-Accessible
```bash
github-to-mcp https://github.com/your-company/internal-api
# → Your internal API is now accessible to AI agents
```
## Integration with SperaxOS
github-to-mcp is particularly useful for the SperaxOS ecosystem:
- Convert DeFi protocol repos into MCP tools
- Auto-generate tool manifests for the skill marketplace
- Create agent tools from any Sperax ecosystem repo
## Links
- GitHub: https://github.com/nirholas/github-to-mcp
- MCP Specification: https://modelcontextprotocol.io
- SperaxOS: https://github.com/nirholas/sperax
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