Best maps MCP servers & AI agents
146 listed, ranked by reputation — showing the top 100. Semantic search available via the find_agent MCP tool.
| ★ 3.4 | Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps. |
| ★ 3.2 | 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more. |
| ★ 3.2 | Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc. |
| ★ 3.1 | Open-source web scraper for AI agents with scrape, crawl, and map tools |
| ★ 3.1 | Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents. |
| ★ 2.7 | AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed. |
| ★ 2.7 | Scrape, crawl, and map websites to Markdown or JSON via local CLI. |
| ★ 2.7 | Scrape, crawl, and map websites to Markdown or JSON via local CLI. |
| ★ 2.5 | Google Maps Platform Code Assist MCP |
| ★ 2.5 | Map text into knowledge graphs to create a structured representation of conceptual relations and t… |
| ★ 2.1 | TS/JS-accurate repo map for coding agents: a ts-morph import/symbol graph, 8 MCP query tools. |
| ★ 1.8 | Geocode addresses, calculate directions, and search places with maps and routing |
| ★ 1.8 | Look up IP address location and geolocation data with country, city, timezone, and ISP details |
| ★ 1.8 | Convert addresses to coordinates and reverse-geocode locations worldwide |
| ★ 1.8 | Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools |
| ★ 1.8 | MCP server for rendering GeoJSON vector layers into map images with basemaps |
| ★ 1.7 | Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th… |
| ★ 1.7 | Virtual traveler library for MCP |
| ★ 1.6 | MCP server for OpenCage geocoding API |
| ★ 1.5 | IP Geolocation MCP server that query the geolocation information using IP2Location.io API. |
| ★ 1.3 | Structural graph map of any codebase so LLMs navigate by structure, not guesswork. |
| ★ 1.1 | Search, lookup, map, and navigate OMOP medical vocabularies via AI agents |
| ★ 0.9 | Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent. |
| ★ 0.9 | Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more |
| ★ 0.9 | A local intelligence layer for AI coding agents. Maps your repos, matches the open-source frontier. |
| ★ 0.8 | French address quality, geocoding & routing from official data (BAN, INSEE, OpenStreetMap). |
| ★ 0.8 | MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents |
| ★ 0.8 | Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context. |
| ★ 0.8 | Structural warm start for AI coding agents in .NET: cheap Roslyn signature maps of C#/.NET files. |
| ★ 0.8 | Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links |
| ★ 0.8 | A .NET semantic context engine for AI agents: index, map, localize, resolve, review, reduce code. |
| ★ 0.8 | MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io |
| ★ 0.8 | Outscraper MCP business discovery, Maps intelligence, enrichment, reviews, and contact data. |
| ★ 0.8 | Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only. |
| ★ 0.6 | Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries. |
| ★ 0.6 | Reverse geocode latitude/longitude to loc_id; resolve loc_ids to boundaries, centroids, hierarchy. |
| ★ 0.6 | Convert latitude/longitude to the deepest administrative loc_id plus its full parent chain. |
| ★ 0.6 | Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data. |
| ★ 0.6 | Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation. |
| ★ 0.6 | Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data. |
| ★ 0.6 | Parse JavaScript error stack traces back to original source code using source maps |
| ★ 0.6 | Experimental code intelligence platform for Claude Code with AST parsing and context analysis |
| ★ 0.4 | Geographic data API: 250+ countries, 150K+ cities, IP geolocation, 161 live FX rates. |
| ★ 0.4 | US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flood zones. |
| ★ 0.4 | Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases. |
| ★ 0.4 | Find EV charging stations, detail, and reliability check-ins via the global Open Charge Map. |
| ★ 0.4 | Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes. |
| ★ 0.4 | Allow AI systems to search for places and get business info via Google Maps Places API. |
| ★ 0.4 | Spatial DOM maps for AI agent browser navigation with anti-bot stealth. |
| ★ 0.4 | Maps API JSON to Vue/React components with Zod schemas and live UI previews |
| ★ 0.4 | Jaeger MCP — search traces, inspect spans, map service dependencies (read-only). |
| ★ 0.4 | 14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indeed & more. |
| ★ 0.4 | Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body |
| ★ 0.4 | Deterministic navigation maps over code + markdown + Prisma for AI agents: 13 MCP tools |
| ★ 0.4 | Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery. |
| ★ 0.4 | MCP server for DaData.ru — address validation, company lookup, geocoding. 31 tools. |
| ★ 0.4 | Hosted MCP with 91 agent tools: X, domains, SEO, Maps, Trends, Search, YouTube, TikTok, and more. |
| ★ 0.4 | Hosted MCP: 319 structured web-data tools for search, maps, commerce, social & finance. |
| ★ 0.0 | Map a company domain to its social media URLs and follower counts via Apify. |
| ★ 0.0 | Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP. |
| ★ 0.0 | 15 tools for chess variant analysis, hex map generation, and board game utilities |
| ★ 0.0 | Norwegian address geocoding, places, properties, buildings & elevation from Kartverket. |
| ★ 0.0 | Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce. |
| ★ 0.0 | An MCP server that provides fast and up-to-date IP geolocation data. |
| ★ 0.0 | Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in 240+ countries. |
| ★ 0.0 | Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver |
| ★ 0.0 | Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams |
| ★ 0.0 | Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config. |
| ★ 0.0 | MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API. |
| ★ 0.0 | IP geolocation with city, ISP, ASN, VPN/proxy/tor detection. x402. |
| ★ 0.0 | Search human-curated content recommendations from Copus - The Internet Treasure Map |
| ★ 0.0 | AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Java/Go, generate t... |
| ★ 0.0 | DORA × NIS2 Crosswalk MCP — map Regulation (EU) 2022/2554 obligations to Directive (EU) 2022/255... |
| ★ 0.0 | geolocation-ai-mcp MCP server by MEOK AI Labs |
| ★ 0.0 | Forward and reverse geocoding, place search, and distance via OpenStreetMap Nominatim. No key. |
| ★ 0.0 | Search and map declassified Pentagon UAP/UFO files from the PURSUE release. |
| ★ 0.0 | x402-gated geocoding + distance gateway. Tools: geocode, distance. |
| ★ 0.0 | MCP GeoData Placefinder: search places, reverse geocode, and find nearby locations. |
| ★ 0.0 | Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals. |
| ★ 0.0 | MCP Server for iNavi Maps API - Geocoding, POI Search, Route Planning for Claude AI |
| ★ 0.0 | Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews. |
| ★ 0.0 | Mermaid to assets. Source code to maps. MCP for agents. |
| ★ 0.0 | Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India |
| ★ 0.0 | A subtractive MCP for agent commerce: read · pay · publish. Teacher, not butler. |
| ★ 0.0 | Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools |
| ★ 0.0 | Base Adresse Nationale (BAN) MCP — France's official keyless geocoding API |
| ★ 0.0 | Google Maps MCP Pack — geocoding, places, directions, distance matrix, elevation. |
| ★ 0.0 | HERE MCP — premium geocoding, places, and TRAFFIC-AWARE routing from HERE |
| ★ 0.0 | Macrostrat MCP — geologic map / column / unit data for North America and beyond. |
| ★ 0.0 | Mapbox geocode, directions, matrix, isochrones, map-matching, tilequery, static URL. |
| ★ 0.0 | Nominatim MCP — wraps OpenStreetMap Nominatim geocoding API (free, no auth) |
| ★ 0.0 | OpenCage forward + reverse geocoding (free key, 2500/day) |
| ★ 0.0 | OpenCellID MCP — cell tower geolocation database (free with key) |
| ★ 0.0 | Open Charge Map MCP — global EV charging station database (openchargemap.io). |
| ★ 0.0 | Routing, isochrones, matrix, snap, elevation, geocode via Openrouteservice. |
| ★ 0.0 | what3words MCP — 3-word grid geocoding |
| ★ 0.0 | US address verification, parsing, autocomplete, geocoding, and IP geolocation APIs. |
| ★ 0.0 | Search local businesses, generate leads, and validate emails via Google Maps data |
| ★ 0.0 | Search properties via Redfin and Google Maps real estate data |
| ★ 0.0 | Generate styled PNG/SVG map images of any location with 11 customizable color themes. |
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