MCP Servers

mcp-searxng

ihor-sokoliuk1.1K

MCP server integrating SearXNG API for advanced web search with pagination, time filtering, and safe search controls.


Perform real-time web searches within AI workflows
Retrieve news and articles with time-based filtering

mongodb-mcp-server

mongodb-js1.1K

MCP server enabling real-time interaction with MongoDB and MongoDB Atlas clusters.


Query MongoDB databases in real-time from LLM-powered applications
Access and manage MongoDB Atlas cluster data via MCP

mcp-installer

anaisbetts1.1K

Automate MCP server installations via Claude with npm and PyPi support, simplifying setup.


Automate MCP server installation via natural language commands
Install MCP servers from npm repositories

RedNote-MCP

iFurySt1.1K

MCP server providing authenticated access to RedNote (XiaoHongShu) content.


Authenticate and persist login sessions for RedNote content access
Search XiaoHongShu notes by keywords via MCP

arxiv-mcp-server

blazickjp1.1K

ArXiv MCP Server enables AI assistants to search and analyze arXiv papers via a streamlined MCP interface.


Search arXiv papers by keywords or topics
Retrieve abstracts and metadata of scientific papers

XcodeBuildMCP

cameroncooke1.1K

MCP server offering Xcode project, simulator, and app management tools.


Manage Xcode projects programmatically via AI assistants
Control iOS simulators for testing and debugging

qgis_mcp

jjsantos011.0K

Connect LLMs to QGIS Desktop for interactive GIS project and layer control.


Create and save QGIS projects via natural language commands
Add or remove vector and raster layers in QGIS projects

code-index-mcp

johnhuang316990

MCP server for intelligent code indexing, searching, and analysis in repositories.


Index large code repositories for fast search and retrieval
Search codebases for specific functions or patterns

damn-vulnerable-MCP-server

harishsg993010961

Educational MCP server showcasing security vulnerabilities with practical challenges.


Learn MCP security vulnerabilities through hands-on challenges
Test and analyze MCP implementations for security flaws

mcp-server-chatsum

chatmcp951

Summarize and query chat messages efficiently with mcp-server-chatsum, enhancing chat data insights.


Query chat messages by specific parameters
Summarize large volumes of chat conversations

wordpress-mcp

Automattic942

Turn your WordPress site into a secure, AI-friendly MCP server for LLM integration.


Expose WordPress content and features to AI models via MCP
Enable AI agents to read and write WordPress data securely

garmin_mcp

Taxuspt909

MCP server exposing Garmin fitness and health data to AI clients.


Retrieve recent Garmin fitness activities for analysis
Access detailed workout data for performance tracking

openapi-mcp-server

janwilmake900

Explore and search complex OpenAPI specs effortlessly with natural language queries via the openapi-mcp-server.


Search OpenAPI specs using natural language queries
Summarize complex API definitions in simple language

RooFlow

GreatScottyMac884

Next-gen memory bank server with customizable AI assistant modes and efficient token use.


Maintain persistent project context across development sessions
Customize AI assistant behavior with multiple integrated modes

mcp-knowledge-graph

shaneholloman883

MCP server providing persistent AI memory via a local knowledge graph for enhanced context retention.


Enable AI models to retain user context across sessions
Store and retrieve structured knowledge for AI memory