The real catalog of tools for AI agents

Local impact and table, column and Airflow lineage for SQL, dbt, Python and TypeScript repos.

Maps for agents: truck/ADR routing, geocoding, places, matrices, isochrones, EV and fleet planning.

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

Local-first reusable implementation registry for AI agents and versioned widgets.

Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.

Web search, URL content extraction to Markdown, site mapping, and recursive web crawler.

Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.

Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.

Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI

Tokenized US land on Ethereum: property search, valuations, loans, portfolios, parcel maps.

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents

Estate sales around Dallas-Fort Worth, route planning between them, and Texas shopping guides.

Local business data from Google Maps: ratings, reviews, businesses without a website.

Can I camp here, and will I have signal? Land status, signal, weather and fires in Canada and the US

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

Extract local businesses from Google Maps in Brazil with phone, email, website and CNPJ.

Indicative commercial rooftop solar assessments for Australian buildings, from open map data.

Extrae negocios locales de Google Maps en Brasil con teléfono, email, sitio web y CNPJ.

Compare API pricing: scraping, SERP, web search, browsers, email, TTS, STT, document parsing