OpenAPI Catalog Lookup for Agent Tool Discovery

crdc.be Belgium Number Provider Lookup

mostafa-ennadi/crdc-be-belgium-number-provider-lookup

Fast Belgian mobile operator lookup powered by crdc.be. Verify Belgian phone numbers, normalize formats, and detect operators such as Proximus, Orange, Base, Telenet, VOO, and more. Clean JSON output and ready for bulk checks.

Turn OpenAPI 3.x or Swagger operations into agent-ready tool names, input schemas, response schemas, auth and risk metadata.

Openapi To Mcp Converter

theguide/openapi-to-mcp-converter

Convert any OpenAPI specification into a Model Context Protocol (MCP) server that AI assistants can use to interact with REST APIs.

Monitor public OpenAPI and Swagger specifications for structural changes. Get persistent baselines plus review-oriented records for removed operations, new required inputs, response/schema changes, and additive updates.

Compare two OpenAPI 3.0/3.1 specs (JSON or YAML) and emit per-endpoint / per-operation / per-schema change rows with a `breaking` flag. Pairs with the api-response-delta-monitor.

Convert OpenAPI and Swagger specs into LLM-ready endpoint Markdown, API reference JSONL, schema summaries, and agent context.

OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready)

scrapersdelight/openapi-spec-scraper

Bulk-scrape machine-readable API specs from the apis.guru directory (2,500+ APIs) or any spec URL, normalized into LLM-agent-ready rows — one per endpoint: method, path, summary, parameters, auth, tags. Build agent-tool / RAG datasets in one run. $4 per 1,000 endpoints.

Federal Register document scraper for US rule and notice research. Export document metadata, source summaries, dates, citations and links as JSON.

PyPI package scraper for Python dependency research. Export versions, dependencies, release history and project links as JSON, with optional recent download counts.

Mastodon public posts and hashtag scraper for selected instances. Export public post fields, source context and diagnostic rows as JSON.