Api Discovery Python Packages

api-to-tools

Universal library that converts any API (OpenAPI, WSDL/SOAP, GraphQL, gRPC) into LLM-callable tool definitions

veddata

MCP server for web API & DOM discovery — auto-detects endpoints and page structures for AI-assisted scraping.

spectral-mcp

Browse any app normally. Spectral captures the traffic, understands what each API call does, and generates MCP tools that AI agents can call directly.

jaegis-raverse-mcp-server

RAVERSE: AI Multi-Agent Binary Patching System with MCP Server (35 tools, npm/pip/docker)

site2cli

Turn any website into a CLI/API for AI agents