MCP Servers

DeepLucid3D-MCP

MushroomFleet10

MCP server for advanced cognitive processing and creative problem-solving with UCPF.


Assess cognitive states for adaptive AI responses
Map multidimensional knowledge for structured reasoning

mcp-soccer-data

yeonupark10

Real-time football data server delivering live match insights via SoccerDataAPI.


Retrieve live football match scores and updates
Query predicted lineups for upcoming football matches

searxng-mcp

tisDDM10

Privacy-focused MCP server enabling AI web searches via SearXNG metasearch engine.


Perform privacy-respecting web searches from AI assistants
Integrate web search results into AI workflows

claudesidian

Synaptic-Labs-AI10

Claudesidian MCP Server enables seamless, real-time interaction with your Obsidian vault, turning your notes into a powerful second brain.


Access and query Obsidian vault notes in real time
Enable AI-assisted knowledge retrieval from personal notes

entra-id-mcp-server-session-demo

dend10

Demo MCP server showcasing secure Entra ID authentication without token exposure.


Demonstrate Entra ID authentication integration with MCP servers
Test secure session mapping without exposing access tokens

headless-editor-mcp

oakenai10

Headless Editor MCP Server enables AI-powered, language-agnostic code editing with LSP integration and secure file operations.


Enable AI-assisted code editing in IDEs and editors
Perform secure, automated code refactoring

activitywatch-mcp-server

8bitgentleman10

MCP server exposing ActivityWatch time tracking data via queries and events.


Query detailed time tracking data with ActivityWatch Query Language
Retrieve raw event logs from ActivityWatch buckets

zoom-mcp-server

JavaProgrammerLB10

AI-powered Zoom meeting scheduling, listing, and management via MCP server.


List all upcoming Zoom meetings with natural language commands
Schedule new Zoom meetings using AI-driven date and topic input

UltimateCoderMCP

m-ahmed-elbeskeri10

AI-powered local MCP server for terminal commands and codebase exploration.


Automate terminal commands for development workflows
Perform surgical edits on code files with AI assistance

terminal-mcp-server

weidwonder10

Execute local or remote terminal commands via SSH with persistent sessions.


Run shell commands on local machines from AI models
Execute remote server commands securely via SSH

mcp-server-bash

antonum10

Minimalistic MCP server implemented as a bash shell script for simple tool execution.


Run a lightweight MCP server for simple tool execution
Demonstrate MCP protocol lifecycle in bash scripting

mapbox-mcp-server

AidenYangX10

Mapbox MCP Server enables real-time navigation and routing via Mapbox API, supporting directions, geocoding, and travel matrix calculations.


Get driving, walking, or cycling directions between coordinates
Fetch route details with step-by-step navigation instructions

Mcp-Reasoning-Server

AzDeltaQQ10

Advanced MCP server enabling multi-step reasoning with MCTS and Transformer methods.


Enable multi-step reasoning with Monte Carlo Tree Search (MCTS)
Perform beam search to explore multiple reasoning paths

mcp-chat-analysis-server

rebots-online10

MCP server for semantic chat analysis using vector embeddings and knowledge graphs.


Perform semantic search across chat conversations
Extract key concepts and topics from chat data

mcp-pyodide

yonaka1510

Pyodide-based MCP server enabling Python code execution for LLMs.


Execute Python scripts within LLM-driven workflows
Run real-time Python code for data analysis in MCP environments