The real catalog of tools for AI agents

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.

Bidirectional data lineage graph for Power BI (.pbix) files, from source to display

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

EBI Expression Atlas MCP.

Human Protein Atlas (HPA) MCP — keyless.

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

Air route and connection intelligence

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

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

Verify stock signals, replay evidence, provenance, freshness, and caveats.

Search 2b2t locations, groups, highways, renders, Archive warps, and WDL metadata.

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

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

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

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

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

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

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

Create, edit, restructure, import and export Atlas Red mind maps from any MCP client. Free.