MCP Servers

Semiotic

★ 2,700

Data visualization for streaming and static charts, maps and network visualization.

iMCP

★ 1,500

A macOS app that connects your digital life with AI, providing access to Calendar, Contacts, Location, Maps, Messages, Reminders, and Weather services.

iMCP

★ 1,500

A macOS app that connects your digital life with AI, providing access to Calendar, Contacts, Location, Maps, Messages, Reminders, and Weather services.

Baidu Map

★ 435

A Location-Based Service (LBS) providing geospatial APIs for geocoding, POI search, route planning, and more.

MCP Google Map Server

★ 369

Integrates Google Maps API for location-based queries and data processing.

DevTools Debugger MCP

★ 346

Exposes full Chrome DevTools Protocol debugging capabilities, including breakpoints, call stacks, and source maps.

OpenStreetMap

★ 203

Enhances LLMs with location-based services and geospatial data from OpenStreetMap.

Repo Map

★ 182

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

Domscribe

★ 171

Build-time DOM-to-source mapping for coding agents

Scrapeless

★ 163

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

Travel Planner

★ 99

A server for travel planning and interacting with Google Maps services.

SearchAPI

★ 70

Provides standardized access to Google Maps, Google Flights, Google Hotels, and other services via the SearchAPI.

Xmind Generator

★ 44

A server for generating Xmind mind maps from various data sources.

OrionBelt Analytics

★ 39

Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct SQL mappings.

Search Tools MCP Server

★ 32

An MCP server that enhances code analysis with advanced search and dependency mapping capabilities.

Gaode Map POI

★ 29

Provides geolocation and nearby POI (Point of Interest) information using the Gaode Map API.

GitHub Mapper

★ 25

Provides tools for mapping and analyzing GitHub repositories using a Personal Access Token for authentication.

EU Regulations MCP

★ 25

Query 37 EU regulations (DORA, NIS2, GDPR, AI Act, CRA) with full-text search, cross-regulation comparison, and ISO 27001/NIST CSF control mappings. Auto-updates via EUR-Lex monitoring.

Map Traveler

★ 23

A virtual travel environment for an avatar on Google Maps, utilizing various Google Maps and optional AI image generation APIs.

BikeScout

★ 19

BikeScout is designed for cyclists and mountain bikers. It provides intelligent trail recommendations by combining real-world map data with advanced routing analysis.

Code Understanding

★ 13

Analyzes local and remote GitHub repositories to provide code understanding and context generation, including structure analysis, file identification, and semantic mapping.

Mapbox

★ 12

An MCP server for interacting with the Mapbox API, providing access to maps, navigation, and other location-based services.

repo-graph

★ 7

Structural graph map of any codebase. LLM queries the graph instead of grepping through everything. 13 languages, auto-detected flows, cross-stack linking. Zero deps.

XMind MCP

★ 6

An MCP server for reading and writing local XMind mind map files. Exposes over 25 tools that let any MCP-compatible AI client create, navigate, and edit .xmind files directly on disk.

Recon

★ 5

Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review — without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.

Cybersecurity Vulnerability Intel MCP

★ 5

Real-time CVE lookup via NIST NVD 2.0, CISA KEV alerts, EPSS exploitation probability, and MITRE ATT&CK mappings. 7 tools for AI-powered vulnerability assessment.

markmap-http-mcp

★ 4

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). Server runs as HTTP service.

click-to-mcp

★ 4

Auto-wrap any Click/typer CLI as an MCP server. Introspects CLI commands at runtime and maps them to MCP tools.

bbox-mcp-server

★ 3

Bounding box coordinate conversion, EPSG projections, H3 indexing, Overpass OSM queries, and shareable map links

Magic Lane MCP Server

★ 3

The [Magic Lane MCP Server](https://developer.magiclane.com/docs/guides/mcp-server/) empowers AI agents with advanced geospatial intelligence. Built on [Magic Lane's](https://www.magiclane.com/) global mapping engine, it delivers fast place search, multi-stop and round-trip routing, isochrone analysis, reverse geocoding, geofencing, and rich visual map outputs for seamless, data-driven experiences.