API Schema Analyzer

API Schema Analyzer

This skill analyzes OpenAPI/Swagger and Postman collection schemas to extract endpoint information for generating MCP tools.

Instructions

Analyzing OpenAPI Schemas

1. Load OpenAPI Spec

   • Use script: scripts/analyze-openapi.py <openapi.json|yaml>
   • Extracts: endpoints, methods, parameters, request/response schemas

2. Generate Tool Signatures

   • Use script: scripts/generate-tool-signatures.py <openapi.json> --lang=python|typescript
   • Creates: Function signatures with type hints from schema

Analyzing Postman Collections

1. Parse Collection

   • Use script: scripts/analyze-postman.py <collection.json>
   • Extracts: requests, parameters, headers, auth requirements

2. Map to MCP Tools

   • Use script: scripts/map-to-mcp-tools.py <collection.json> --output=tools.json
   • Creates: MCP tool definitions with parameter mapping

Available Scripts

• scripts/analyze-openapi.py - Parse OpenAPI specs (v2, v3)
• scripts/analyze-postman.py - Parse Postman collections
• scripts/generate-tool-signatures.py - Generate function signatures
• scripts/map-to-mcp-tools.py - Map API endpoints to MCP tools
• scripts/extract-schemas.sh - Extract request/response schemas

Examples

Example 1: Analyze OpenAPI Spec

# Extract all endpoints and parameters
./scripts/analyze-openapi.py api-spec.json

# Generate Python tool signatures
./scripts/generate-tool-signatures.py api-spec.json --lang=python

Example 2: Map Postman to MCP

# Analyze Postman collection
./scripts/analyze-postman.py my-api.json

# Generate MCP tool mappings
./scripts/map-to-mcp-tools.py my-api.json --output=mcp-tools.json

Requirements

• Python 3.7+ with pyyaml, jsonschema packages
• Valid OpenAPI v2/v3 spec or Postman collection
• jq for JSON processing

Success Criteria

• ✅ Schema parsed successfully
• ✅ All endpoints extracted with full details
• ✅ Parameter types correctly identified
• ✅ Tool signatures generated with proper types