api-schema-analyzer

name	api-schema-analyzer
description	Analyze OpenAPI and Postman schemas for MCP tool generation. Use when analyzing API specifications, extracting endpoint information, generating tool signatures, or when user mentions OpenAPI, Swagger, API schema, endpoint analysis.
allowed-tools	Bash, Read, Write

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