Discover Awesome MCP Servers

pybme-mcp

Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis through natural language rather than code, supporting spatial, network, and physics-informed uncertainty modeling.

Gym Coach MCP Server

Connects to a Gym Tracker Supabase database to provide LLMs with access to personal workout history, routines, and training progress. It enables users to analyze fitness performance, track personal records, and receive personalized coaching advice through natural language.

Hello MCP Server

A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.

Ida-Memory

A shared knowledge graph memory MCP server that multiple AI clients can connect to simultaneously via Streamable HTTP, supporting entity-relation storage and retrieval.

Discord Notifications MCP Server

Enables AI agents to interact with Discord by sending notifications, creating channels, and managing interactive questions with support for two-way responses. It allows for streamlined communication through channel keys and supports various question types like multiple-choice and extended-answer modals.

rag-mcp

Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, allowing any MCP client to perform graph-augmented and hybrid retrieval with JWT auth.

MCP-Model-Context-Protocol-Projects

In this Repo I am learning and practically implementing MCP clients and servers in python.

mcp-skylos

Skylos MCP server exposes static analysis as tools for AI coding agents — scan any Python, TypeScript, or Go codebase for dead code, security vulnerabilities, and quality issues directly from Claude, Cursor, or any MCP-compatible client. Returns findings with file paths, line numbers, and severity so agents can auto-fix issues in context.

Remote MCP Server

A Cloudflare Workers-based implementation of Model Context Protocol server that enables integration with Claude AI through OAuth login, allowing Claude to access and execute custom tools.

sysauto Ask MCP Server

An MCP server that integrates with Sonar API to provide Claude with real-time web search capabilities for comprehensive research.

HR MCP Server

An HR management server that provides access to employee directory information, sensitive PII, and salary data through a scope-based authorization system. It enables users to view, search, and update employee records and organizational charts using tools mapped to specific permission levels.

investor-lens-mcp

Provides educational US market analysis by combining exchange rates, stock snapshots, and five famous investor perspectives (Buffett, Graham, Lynch, Dalio, Wood) to generate watchlist ideas, reasoning, risks, and follow-up checks.

mcp-ai-assistant-iris

Provides web search and code execution capabilities using OpenAI models, with optional code interpreter and conversation continuity via response IDs.

multipass-mcp

Manage Multipass virtual machine instances, including launching, stopping, snapshotting, file transfers, and configuration.

litcoin-mcp

Enables querying the LitCoin knowledge graph for nodes, edges, and relationships, with support for semantic similarity search over nodes and edges via MCP.

harness-health-engineering

Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) and exploring backlinks between notes.

Bollard MCP

Enables safe, AI-driven database interactions with schema discovery, intent validation, and session memory, supporting multiple databases.

BLACK SOULS MCP

Local MCP server for BLACK SOULS / RPG Maker VX Ace that reads game state and executes keyboard actions via MCP tools.

MCP DSFR

Generates, validates, and audits French government DSFR components with RGAA 4.1 accessibility compliance, enabling seamless integration into Claude Desktop.

pastorsimon1798/mcp-video

MCP for video editing through ffmpeg

coinverdict-mcp

coinverdict-mcp

MCP CTF Challenge Server

A vulnerable MCP server designed for educational CTF challenges. It demonstrates various MCP security vulnerabilities in a controlled environment.

scopedb-mcp

Config-driven MCP server that gives AI scoped, auditable database access without exposing the entire database.

Litmos MCP

Enables Claude Desktop to interact with the Litmos REST API for managing courses, users, training progress, and enrollments.

Printify MCP Server

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

FireCrawl

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. - mendableai/firecrawl-mcp-server

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to luoshui-coder/MCP development by creating an account on GitHub.

DeepSeek-R1

Contribute to ThunderNight21/DeepSeek-R1 development by creating an account on GitHub.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to xiyuefox/servers development by creating an account on GitHub.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to chuanmingliu/servers development by creating an account on GitHub.