The real catalog of tools for AI agents

Read-only CodeAtlas service catalog: list, get and search services. No authentication.

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

EBI Expression Atlas MCP.

Search 2b2t bases, WDLs, signs, saved inventories, rare blocks, mobs, map art and NoCom history.

Human Protein Atlas (HPA) MCP — keyless.

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

Build and edit real mind maps from a chat: brainstorm, plan, organise notes. Free, never metered.

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

Air route and connection intelligence

Atlas de Name Abogados: documentos oficiales de derecho público colombiano con su ficha. Abierto.

MICE data for AI agents: trade shows, exhibitors, organizers, venues, halls, subsidies. Asia-first.

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

Sourced data on 95+ frontier-industry companies: profiles, dated milestones, funding, daily news.

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

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

Find UK vets and pet-care providers, and what practices and retailers charge.

Search 500+ wire-harness & cable-assembly manufacturers by country, industry, and capability.

Governed company knowledge over MCP. Access by contract for authorized tenants.

Semantic nearest-neighbour search over your datasets, plus indices and projections.

Hosted, no install: read-only internet-censorship incidents, evidence and country data.