Categories

appdog

by rodolphebarbanneau

Compose and generate effortlessly MCP servers from any OpenAPI specifications

OmniMind

by Techiral

OmniMind: An open-source Python library for effortless MCP (Model Context Protocol) integration, AI Agents, AI workflows, and AI Automations. Plug & Play AI Tools for MCP Servers and Clients, powered by Google Gemini.

mcp-for-security

by StanLeyJ03

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

l2c-ctfs-mcp

by madebygps

MCP server for L2C CTFs

mcp-server

by fere-ai

FereAI's MCP Server - The most powerful Crypto MCP Server.

MCP_mysql_connector

by SreevaatsavB

A MCP server and client for interacting with a local MySQL database

python-interpreter-mcp

by bimalpaudels

A Model Context Server providing simple features to automate python script execution via LLMs.

isolated-pymcp

by aygp-dr

A secure, isolated environment for exploring Python development with Model Context Protocol (MCP) and Language Server Protocol (LSP)

mcp-yfinance-server

by Adity-star

Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

mcp-server-guide

by kaianuar

A comprehensive guide and example implementations for building Model Context Protocol (MCP) servers in Python and TypeScript.

Roo-Code-MCP-installer

by pecklo

An MCP server installer for Roo Code. Handles the installation from Github, requirements, package management, update, installation and MCP Json configuration.

mcp-server-azure-ai-search-python-preview

by projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

monkdb-mcp

by monkdbofficial

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

Roo-Code-MCP-installer

by robertheadley

An MCP server installer for Roo Code. Handles the installation from Github, requirements, package management, update, installation and MCP Json configuration.

fastapi-mcp

by KimiJL

Example web app mounting a model context protocol (MCP) server on a FastAPI server

open-multi-agent-canvas

by CopilotKit

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

mcp-code-checker

by MarcusJellinghaus

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.

ai-publications

by jonigl

A collection of articles and guides on AI, Generative AI, and Machine Learning, featuring practical examples in Python, TypeScript, and MCP server development.

Filesys

by OmniS0FT

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

mcp-nixos

by utensils

MCP-NixOS - Model Context Protocol Server for NixOS resources

zettelkasten-mcp

by entanglr

A Zettelkasten Model Context Protocol (MCP) Server

Vibe-Model-Context-Protocol-Server

by non-npc

A Python-based server for managing and analyzing code context for AI-assisted development, without the monthly costs of a subscription API.

healthcare-mcp-public

by Cicatriiz

A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology lookup.

pytaiga-mcp

by talhaorak

A MCP server for interacting with Taiga Project Manager

Youtube-MCP

by IA-Programming

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

okta-mcp-server

by fctr-id

The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the MCP specification to help work with Okta enitities

chess-uci-mcp

by AnglerfishChess

MCP server to connect to the chess engines using UCI protocol

interactive_draw_mcp

by AaronGoldsmith

MCP Server for collaborative drawing with Large Language Models

mcp-hub

by reddy-sh

MCP Hub is a comprehensive framework for building, managing, and deploying Model Context Protocol (MCP) clients and servers. It provides tools and configurations to enable seamless integration and execution of end-to-end MCP workflows.

mcp

by Techiral

🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal for developers creating next-generation AI applications!

Youtube-MCP

by blukglug

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

binoculo-mcp

by girorme

Banner grabbing with LLM (MCP Server)

adk-mcp-rag

by khoi03

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector database via MCP server.

finance-mcp-server

by Otman404

Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies

chunker-mcp

by tarjeir

This cli tool/Model Context Protocol (MCP) server chunks source code files using LangChain's RecursiveCharacterTextSplitter and stores the resulting chunks in a ChromaDB vector database, including line range metadata for each chunk.

MCP-Server-Cybersecurity-News

by forgeai-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.

mcp-server-python-demo

by legomb

This is a demo of an MCP server using Python, intended to be tested with vscode Copilot in Agent mode

quip-mcp-server-python

by zxkane

Model Context Procotol(MCP) server for fetching Quip document

dissi

by k0msenapati

Dissi is a high-performance, real-time communication agent powered by Groq and built with Agno, designed to interact with Discord servers using natural language.

mcp_calculator

by KeerthiNingegowda

A simple calculator app with MCP compliant server and client

aci

by Willis128

ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server.

tufin-mcp

by stonecircle82

Bridge Tufin APIs to AI workflows: An open-source REST server with RBAC for SecureTrack and SecureChange integration.

mcp_client

by theailanguage

MCP Client Implementation using Python, LangGraph and Gemini

easymcp

by promptmesh

A high performance MCP client sdk for python

mcp-client

by spirita1204

implementation for interacting between an MCP server and an Ollama model

mcp-nvd-server

by gkhays

MCP server that retrieves CVE information

mcp-client-server

by jithinolickal

Sample on how mcp client and server can be created and used using python.

MemProcFS-mcp-server

by Tokeii0

MemProcFS-mcp-server

Hands-on-MCP

by ankitmishralive

A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also includes an example client application that demonstrates how to interact with the MCP server using the mcp_use library.

beemcp

by OkGoDoIt

BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol

python

by mcp-auth

(👷 wip 🚧) Plug-and-play auth for Python MCP servers.

zin-mcp-client

by zinja-coder

MCP Client which serves as bridge between mcp servers and local LLMs running on Ollama, Created for MCP Servers Developed by Me, However other MCP Servers may run as well

MCP-Server-python

by Perteghella

Simple implementation of a Model Communication Protocol (MCP) server using Python over the network using sse transport

agents-mcp-usage

by kikzi

Repo for demonstrating simple Model Context Protocol (MCP) server with several Agent Frameworks

aider-mcp-client

by alvinveroy

A Python tool to query Context7 MCP for library docs. Integrates with Aider for AI coding. Install via pip install mcp_query and fetch docs easily.

MCP-Tavily-Web-Search-Server

by matemiro

A Model Context Protocol (MCP) server that provides a web search tool using the Tavily API. This server enables AI models to search the internet and retrieve up-to-date information.

azure-terminal-copilot

by madebygps

A Python-based Azure CLI assistant that provides natural language processing capabilities for Azure commands, leveraging Azure MCP Server.

voice-mcp-client

by baryhuang

A iOS/MacOS Swift MCP Client using voice interacting with python MCP servers both natively

SimpleCalculator-using-MCP-Server---Docker

by DionBenFernandes-Dev

A demonstration of custom Model Context Protocol (MCP) implementation for arithmetic operations, containerized with Docker for seamless deployment.

MCP-Server-Cybersecurity-News

by enggpt-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.

appdog

by Arya711139

Compose and generate effortlessly MCP servers from any OpenAPI specifications

crawl4ai-mcp

by wyattowalsh

MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python

agents-mcp-usage

by andrewginns

Repo for demonstrating simple Model Context Protocol (MCP) server with several Agent Frameworks

mcp-servers

by cploutarchou

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

SimpleServerSetup

by DionBenFernandes-Dev

A dual-mode Python calculator server supporting both Server-Sent Events (SSE) for web clients and Standard Input/Output (STDIO) for terminal interaction.

unofficial_mapy_com_mcp

by 07pepa

An simlpe mcp server for mapy.com

jap-vocab-anki-mcp-server

by vionwinnie

Japanese Vocab Anki MCP Server

typesense-mcp-server

by avarant

MCP server for Typesense

introduction-to-mcp

by LiteObject

Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.

spring-mcp-bridge

by brunosantoslab

Spring MCP Bridge is a tool that automatically converts REST endpoints from Spring Boot applications into an MCP (Message Conversation Protocol) server, allowing AI assistants like Claude, Cursor, and other MCP-compatible tools to directly interact with your APIs.

TitanicAIAnalysis

by IzarLabs

MCP Server para análisis de datos sobre dataset del Titanic

remote-mcp-azure-function

by dsaad68

A demo to showcase a MCP Server with Azure Functions

AINotesMCPServer

by IzarLabs

MCP Server para un gestor de notas básico para el Claude Desktop

mcp-python-interpreter

by yzfly

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

mcp-sbom-server

by gkhays

MCP server to perform a scan and produce an SBOM

todo-mcp-server

by Adhishtanaka

This repository provides an MCP (Model Context Protocol) server for interacting with the Todo App through Claude and other MCP-compatible AI tools. This project allows AI agents to access and manage todos using the standardized MCP interface.

google-play-mcp

by gojoel

MCP server for managing apps on Google Play,

adk-python-mcp-client

by arjunprabhulal

Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.

langchain-mcp-tools-py-usage

by hideya

Simple MCP Client Using LangChain / Python

mcpx-py

by dylibso

Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps

mcp-registry

by ARadRareness

A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers.

DevDocs

by cyberagiinc

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

sqlite-explorer-fastmcp-mcp-server

by hannesrudolph

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

weather

by Hritik003

A simple MCP server for weather

mcproto-python

by icezyclon

Python library for communicating with Minecraft servers via same-named grpc protobuf plugin

mcp-bear

by jkawamoto

A MCP server for interacting with Bear note-taking software.

mcp-florence2

by jkawamoto

An MCP server for processing images using Florence-2

mcp-youtube-transcript

by jkawamoto

MCP server retrieving transcripts of YouTube videos

FastMCP 🚀

by jlowin

The fast, Pythonic way to build Model Context Protocol servers 🚀

music-mcp

by joeychilson

A Model Context Protocol (MCP) server to let Claude help you manage your music.

mcp-browser-use

by JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

markitdown_mcp_server

by KorigamiK

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

cfbd-mcp-server

by lenwood

An MCP server enabling CFBD API queries within Claude Desktop.

mcpq-python

by mcpq

Python library for communicating with and controlling Minecraft servers via MCPQ plugin

MCPy

by mrdiploben

Allows for .py scripts on minecraft servers!

mcpypanel

by netgoatfr

Just a panel for a minecraft Server / Proxy, writen with python, it's better to use with a linux server. For more infos, please refer to the README.md file.

mcpy

by parallelblock

Python Minecraft Client / Server API

txtai-assistant-mcp

by rmtech1

Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also

mcp-package-docs

by sammcj

An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages

mcp-package-version

by sammcj

An MCP server that provides LLMs with the latest stable package versions when coding

mcp-image-gen

by sarthakkimtani

MCP server enabling Image Generation for LLMs with Flux.1 Schnell, built in Python and integrated with Together AI.

MCPD

by SuperShadowPlay

A discord bot you host yourself, that will display the amount of people in a specified Minecraft Server at version 1.7+

py-mcpe-query

by w-gao

Query tool for Minecraft: Bedrock Edition servers.

py-mcpe-stats

by w-gao

A tool to get basic information from Minecraft: Bedrock Edition servers.

mcp-trader

by wshobson

A Model Context Protocol (MCP) server for stock traders

mcp-client-langchain-py

by hideya

MCP Client Implementation Using LangChain / Python

mcp_langgraph_tools

by paulrobello

MCP Tools Langraph Integration

oterm

by ggozad

a text-based terminal client for Ollama

light-mcp-agents

by nicozumarraga

Lightweight, composable framework for building muti-agent systems with Model Context Protocol (MCP)

OpenAPI-MCP

by gujord

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

filesystem-android

by SDILogin

A Claude MCP server providing secure access to Android project files for AI-assisted code navigation and analysis.

mcp-server-python-template

by Cris-0k

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

LLaMa-MCP-Streamlit

by Nikunj2003

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

refactored-octo-parakeet

by RGGH

MCP Demo

fetcher-mcp

by everford

MCP server for fetch web page content using Playwright headless browser.

strava-mcp

by yorrickjansen

An MCP server to interact with Strava

unreal-mcp

by runeape-sats

Unreal Engine MCP server for Claude Desktop (early alpha preview)

lucidity-mcp

by hyperb1iss

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

md-pdf-mcp

by seanivore

Markdown To PDF Conversion MCP

mcp-server-idapro

by fdrechsler

A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

blender-open-mcp

by dhakalnirajan

Open Models MCP for Blender Using Ollama

mcp_server_code_checker_python

by MarcusJellinghaus

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.

fused-mcp

by fusedio

Fused MCP Agents: Setting up MCP Servers for Data Scientists

mcp-server-documentation

by PicardRaphael

🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing.

sek-fx-mcp

by bromaniac

En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs.

windtools-mcp

by ZahidGalea

Your own codebase tools like code semantic search

police-uk-api-mcp-server

by dwain-barnes

A Python-based MCP server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents.

Wazuh-MCP-Server

by unmuktoai

An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API, retrieves alerts from Elasticsearch indices, transforms events into an MCP-compliant JSON format, and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context.

mkinf

by mkinf-io

mkinf SDK to interact with mkinf hub MCP servers

mcp-agent

by lastmile-ai

Build effective agents using Model Context Protocol and simple workflow patterns

basic-memory

by basicmachines-co

Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md

ezmcp

by jujumilk3

Easy-to-use MCP server framework specialized for SSE.

mcp-tool-kit

by getfounded

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

ancestry-mcp

by reeeeemo

Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files

asterisk-mcp-server

by getAsterisk

Asterisk Model Context Protocol (MCP) server.

mcp-server-python-template

by sontallive

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

unsplash-mcp-server

by hellokaton

🔎 A MCP server for Unsplash image search.

Filesys

by iBz-04

This is a Filesystem model context protocol server that could allow an LLM to read and list files from a specified directory on your local machine.

mcp-mysql-server

by alexcc4

A lightweight MCP server for MySQL, built with python

mcp-sentry

by MCP-100

A Model Context Protocol server for retrieving and analyzing issues from Sentry.io

weather-mcp-server

by Ayaan270

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.