The real catalog of tools for AI agents

Greater Hsinchu, Taiwan open data on a 125 m grid: crashes, buses, schools, flood. Read-only.

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

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

EBI Expression Atlas MCP.

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

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

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

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

Air route and connection intelligence

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

Search Tempo ecosystem projects, retrieve project details, and list categories.

Open bicycle wheelset database: specs, weights, rim depths, UCI approval, prices in USD/EUR/GBP/AUD.

Global customs trade data and company registry. Search shipments, and look up legal entities.

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

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

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

An atomised index of TouchDesigner plus a live bridge, exposed to AI agents over MCP.

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

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

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