The real catalog of tools for AI agents

Extract web pages, crawl and map sites, search the web. Extract needs no key; other tools need one.

Local, read-only structural code navigation and bounded dependency analysis for source repositories.

RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402.

Deterministic Zero-LLM Web Compiler, Scraper, Crawler, and Site Mapper for AI Agents.

Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents.

Scrape and crawl websites into queryable tables: products, leads, Shopify catalogs, real estate.

Measured rates at which web services lack machine-readable capabilities. Research demonstrator.

Infrastructure and hazard intelligence with provenance, spatial confidence and quality contracts.

Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.

A catalogue of AI tools for agents: look up, search, compare prices, see price and API changes.

Extract all URLs from any XML sitemap into clean JSON, including lastmod, changefreq and priority.

Air route and connection intelligence

Evidence-labelled mTOR research: studies, entities, pathway claims, contradictions, open questions.

EBI Expression Atlas MCP.

Search Japanese companies, departments and hiring signals; export CSV/XLSX with authentication.

The world railway atlas as MCP tools: notable train routes, night trains, journey times.

Human Protein Atlas (HPA) MCP — keyless.

Agent-design pattern guidance via 5 hosted read-only tools; Streamable HTTP, no auth, one Release.

Search startups and founders, match companies to products, and manage outreach lists.