Categories

jira-mcp-server

by OrenGrinker

A comprehensive, production-ready Model Context Protocol (MCP) server for seamless Jira Cloud integration. This enhanced version provides advanced features, robust error handling, and extensive tooling for AI agents, automation systems, and custom applications.

data-gov-il-mcp

by DavidOsherProceed

Advanced MCP server for seamless access to Israeli Government Open Data

polymarket-mcp

by CarlosIbCu

Model Context Protocol server for Polymarket CLOB – FastAPI, Docker-ready, LLM-tool compatible

tool-rave-mcp

by Saik0s

Universal MCP server proxy that enables parallel tool execution for servers that don't support it natively.

custom-MCP-servers

by KaushalprajapatiKP

Custom MCP Server with RAG, Weather, Brave Search & Notes — A fully featured MCP server built with FastMCP, integrating OpenAI models, GroundX RAG capabilities, Brave News Search, Weather API, and local notes handling. Designed for developers to run intelligent multi-agent systems with semantic search, document ingestion,and LLM-based interactions.

ollama-mcp-bridge

by jonigl

Bridge API service connecting Ollama with Model Context Protocol (MCP) servers

mcp-server-template

by purinton

A Model Context Protocol (MCP) server template for building AI and automation tool APIs.

ollama-mcp-bridge

by Reti0

Ollama MCP Bridge connects multiple Model Context Protocol servers with Ollama, allowing seamless access to various AI tools. This API service features a modular design and a FastAPI backend for efficient interactions. 🐙🌉

puppeteer

by purinton

A Puppeteer-powered MCP server for advanced web scraping and extraction tools, easily extendable for AI and automation workflows.

solana-mcp-server

by openSVM

solana mcp sever to enable solana rpc methods

mcp-server

by agentico-dev

A Model Context Protocol Server facade to simplify the implementation of agents

golf

by golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

toolhive

by stacklok

ToolHive makes deploying MCP servers easy, secure and fun

qasphere-mcp

by Hypersequent

MCP Server for QA Sphere TMS

mcp-server

by kontent-ai

The Official Kontent.ai MCP server. Connect your AI with Kontent.ai.

VibeShift

by GroundNG

[MCP Server] The Security Agent for AI assisted coding

brightdata-mcp

by brightdata

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

llm_to_mcp_integration_engine

by Million19

The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).

yamcpscanner

by deagle9055

# YAMCP: Yet Another MCP Security Scanner**YAMCP** is an open-source Python tool for scanning **Model Context Protocol (MCP)** servers for vulnerabilities. This tool combines passive and active checks to help secure your systems against emerging threats. 🛡️💻

developer

by purinton

A customizable Model Context Protocol (MCP) server for AI, automation, and developer tool APIs. Includes dynamic tool loading, multi-language script execution, and remote system integration.

mcp-server

by purinton

A Node.js server for the Model Context Protocol (MCP) with dynamic tool loading, HTTP API, and authentication.

deep-code-reasoning-mcp

by navabbx23

Deep Code Reasoning MCP Server combines Claude Code and Google's Gemini AI for advanced code analysis. This powerful tool enhances your coding workflow with seamless integration and efficient debugging. 🛠️💻

tasklit-mcp

by purinton

A Model Context Protocol (MCP) server for task management, providing tools for creating, updating, searching, and tracking tasks via API for AI and automation workflows.

seq-mcp-server

by willibrandon

A Model Context Protocol (MCP) server providing AI assistants with tools to search, stream, and analyze events from Seq structured logging servers.

mcp-autostarter

by 199-biotechnologies

Intelligent MCP server that restarts Claude's MCP handler process without disrupting the UI

otp-mcp

by andreax79

Model Context Protocol (MCP) server that provides OTP (One-Time Password) generation

mcp-zen-plus

by 199-biotechnologies

Enhanced Zen MCP Server with 'zen' default tool and improvements

mcp-servers-list

by 199-biotechnologies

📋 Comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools

mcp-servers

by alexballera

🤖 Sistema integrado de IA local para desarrollo con Ollama + GitHub + MCP

dad-jokes-mcp-server

by OrenGrinker

A professional Model Context Protocol (MCP) server that brings the joy of dad jokes to your development workflow. Perfect for lightening the mood during code reviews, team meetings, or when you need a quick laugh break.

cursor-admin-mcp

by h3ro-dev

Model Context Protocol server for Cursor Admin API - instant team analytics power-up for AI assistants

mcpipe

by griffithsbs

Decorate stdio MCP servers with debugging and other capabilities

modulex

by ModuleXAI

Ultimate MCP Server Management Platform with OAuth authentication, tool integrations, and enterprise-ready monitoring

all-in-mcp

by jiahaoxiang2000

An MCP (Model Context Protocol) server that provides daily-use utility functions, including academic paper search capabilities.

mcp-context-forge

by IBM

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

pdf-reader-mcp

by hfrewreeft

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

agoda-review-mcp

by birariro

MCP server for find agoda hotel reviews

mcp-server-jvm-build-tools

by thepragmatik

An Model Context Protocol based Server for build tools for the JVM.

mcp-n8n-builder

by spences10

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

Awesome-MCP-ZH

by yzfly

MCP 资源精选， MCP指南，Claude MCP，MCP Servers

rust-docs-mcp-server

by Govcraft

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

web-eval-agent

by Operative-Sh

An MCP server that autonomously evaluates web applications.

docs-mcp-server

by RohitKrish46

This is a lightweight, plug-and-play MCP server that empowers LLMs like Claude or GPT to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.

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!

pentest-mcp

by DMontgomery40

NOT for educational purposes: An MCP server for professional penetration testers including nmap, go/dirbuster, nikto, JtR, wordlist building, and more.

mcp-server-typescript-template

by minimind-org

MCP Server Typescript Template

awesome-mcp-servers

by sanjay200630

A comprehensive collection of Model Context Protocol (MCP) servers

mcp

by awslabs

AWS MCP Servers for Code Assistants — a suite of specialized MCP servers that bring AWS expertise directly to your development workflow

awsome_kali_MCPServers

by ccq1

awsome kali MCPServers is a set of MCP servers tailored for Kali Linux, designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis, target sniffing, traffic analysis, binary understanding, and automation, enhancing AI-driven workflows.

mcp-for-security

by cyproxio

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.

mcp-flight-search-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

mcp-llama3-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

osmmcp

by NERVsystems

OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

searchcraft-mcp-server

by searchcraft-inc

An MCP Server powered by Searchcraft – the developer-first vertical search engine.

spire-xls-mcp-server

by eiceblue

Spire.XLS MCP Server, using Spire.XLS on mcp tools

ensembl-mcp-server

by effieklimi

A full-featured Model Context Protocol (MCP) server that exposes Ensembl’s REST API. Built using the TypeScript MCP SDK

mcp-streamable-http

by invariantlabs-ai

A working example for Streamable HTTP transport based MCP server and client

mcp-news-server

by rajeshdh

🧠 A clean MCP wrapper around the Hacker News API with OpenAPI support and LLM-ready contracts using Zod + TypeScript.

bibble

by pinkpixel-dev

A CLI chatbot application and MCP (Model Context Protocol) Client. Supports MCP server configuration. Bibble provides a terminal-based interface for interacting with AI language models, featuring real-time streaming, chat history, and tool integration.

node-code-sandbox-mcp

by mozicim

# 🐢🚀 Node.js Sandbox MCP ServerThis repository hosts a Node.js server that implements the Model Context Protocol (MCP) for running JavaScript in isolated Docker containers. It allows for on-the-fly npm dependency installation, making it easy to execute code safely and efficiently.

typescript-mcp

by brayanepv1

# typescript-mcpTypeScript specialized MCP server for advanced code manipulation and analysis. This project enhances your IDE experience with essential features like Go to Definition and Rename. 🛠️✨

gemini-mcp-client

by angrysky56

A MCP (Model Context Protocol) client that uses Google Gemini AI models for intelligent tool usage and conversation handling. Tested working nicely with Claude Desktop as an MCP Server currently. Based on untested AI gen code by a non-coder use at own risk.

SchemaPin

by Space-Rider942

SchemaPin offers a secure way to sign and verify tool schemas for AI agents, ensuring their integrity and authenticity. With SchemaPin, developers can protect their tools from attacks while clients can trust the schemas they use. 🛠️✨

MCPGex

by PatzEdi

MCP server for finding, testing and refining regex patterns

deep-code-reasoning-mcp

by haasonsaas

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

mcpmanager

by akramIOT

Open Source Project for Deploying MCP Servers and discovering MCP Servers which are having good Security posture

mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

mcp-space

by Spangli1

MCP Space is a no-code AI tool builder that simplifies creating and managing AI models using the Model Context Protocol. Join us on GitHub to explore and contribute to this innovative platform! 🐙🌟

pubmed-mcp-server

by Huzafa5

The PubMed MCP Server provides access to biomedical literature, enhancing AI agents' capabilities. 🌟 Explore the integration of PubMed with the Model Context Protocol for efficient data retrieval. 🚀

pubmed-mcp-server

by cyanheads

A Model Context Protocol (MCP) server enabling AI agents to intelligently search, retrieve, and analyze biomedical literature from PubMed via NCBI E-utilities. Includes a research agent scaffold. Built on the mcp-ts-template for robust, production-ready performance. STDIO & HTTP

research-mcp-server

by spalit2025

MCP Server for arXiv Research - Search and retrieve academic papers with Model Context Protocol integration

context-engine

by welf

MCP server that connects LLMs and AI agents with static code analysis tools (LSP and Tree-sitter)

AI_Agent_with_MCP

by vanthe9812

# AI_Agent_with_MCPThis project sets up a Model Context Protocol (MCP) server using Google's Agent Development Kit (ADK) to create intelligent agents that work together. 🤖 Explore the various agents designed for tasks like data analysis, web searches, and code generation. 🛠️

promptstudio

by BodieCoding

PromptStudio - An MCP server and Application for managing AI prompts with collections, variables, execution history, and import/export capabilities.

openapi-mcp

by chugo-guano

openapi-mcp quickly converts your OpenAPI 3.x specifications into a robust MCP tool server. 🚀 With just a few commands, you can validate your API and start serving it efficiently. 🛠️

AI_Agent_with_MCP

by zayedrais

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

github-actions-mcp-server

by onemarc

GitHub Actions Model Context Protocol Server that allows you to create, manage, monitor, and interact with workflows.

penpot-mcp

by montevive

Penpot MCP server

npm-package-mcp-server

by Ligament

"MCP server for fetching and exploring NPM package source code. Built with TypeScript, supports package browsing, file extraction, and code analysis."

notification-mcp

by pinkpixel-dev

A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed.

llm-tools-mcp

by VirtusLab

Connect to MCP servers right from your shell. Plugin for simonw/llm.

androidtvmcp

by pigeek

A Model Context Protocol (MCP) server that provides Android TV remote control functionality to AI assistants and other MCP clients.

safe-commander-mcp

by nonameb3

A secure MCP server for executing whitelisted development commands with comprehensive security controls

py-mcp-server-explorer-notebook

by messeb

🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.

vikunja-mcp

by democratize-technology

Model Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.

mcps

by ver0-project

🧰 The home for @ver0-project MCP servers and tools

stateless_mcp_which_asgi_server

by mjunaidca

Which ASGI Server Should You Use with MCP Streamable Http Specification? Uvicorn vs Hypercorn Performance Comparison

modulex

by suysoftware

Ultimate MCP Server Management Platform with OAuth authentication, tool integrations, and enterprise-ready monitoring

mcps-playground

by bighadj22

MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools.

ADK-MCP

by sushant1827

This project showcases an Agent Development Kit (ADK) agent that interfaces with a local SQLite database. The interaction is enabled through a Model Context Protocol (MCP) server, which exposes tools for querying and updating the database.

mcp-sandbox

by danstarns

Turn any JavaScript module into a sandboxed MCP (Model Context Protocol) server with automatic reflection and type inference.

developer

by rpurinton

Developer-focused tools over the Model Context Protocol (MCP), allowing remote execution of scripts, file operations, and SQL queries on a Linux server via a secure HTTP API.

mcp-libsql

by Xexr

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

gemini-mcp-server

by bigmasterinternational

Gemini MCP Server enhances your development process by connecting Claude with Google's Gemini models for efficient code analysis and problem-solving. Collaborate seamlessly as Claude orchestrates tasks while leveraging Gemini's insights for improved outcomes. 🛠️💻

npm-package-mcp-server

by Pratham1264

The npm-package-mcp-server allows users to efficiently access and analyze source code from any NPM package. With features like smart file discovery and selective code reading, it streamlines the process for developers. 🐙🌐

n8n-node-mcp-server

by ari-json

MCP server for accessing N8N node information through Claude Desktop

penpot-mcp

by cale0b

Penpot MCP connects design workflows with AI, enhancing creativity and efficiency. This server leverages Model Context Protocol to integrate Claude AI and other LLMs into your Penpot projects. 🐙💻

devserver-mcp

by Uninen

MCP server and unified TUI for managing dev servers + Playwright

mcp-optimizer

by dmitryanchikov

Mathematical Optimization MCP Server with PuLP and OR-Tools support

macos-tools-mcp-server

by tornikegomareli

A Model Context Protocol server that brings macOS system tools directly inside your LLM client. Monitor system performance in real-time, analyze resource usage, search files with advanced patterns, and manage file tags using native macOS APIs.

dev-assist

by googleworkspace

A monorepo for the Google Workspace Dev Assist project, providing an MCP server with tools for AI assistants to access and search Google Workspace documentation.

mcp-server-platform

by BrandXX

Modern MCP Server Development Platform with UV, AI assistance, and comprehensive documentation

mcportfolio

by ebrandler

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

awesome-mcp-servers

by geogeo182

# awesome-mcp-servers A curated list of excellent Model Context Protocol (MCP) servers. This repository showcases various servers that highlight MCP features and integrate with the TypeScript and Python MCP SDKs. 🛠️🌟

mcp-server-devpod

by Protobomb

MCP (Model Context Protocol) server for interfacing with DevPod - manage development environments programmatically

macos-tools-mcp-server

by wesleylnaraujo

The macOS Internal Tools MCP Server offers robust system monitoring and efficient file search features, making it an essential tool for developers. 🚀 Dive into the available tools and installation process to enhance your macOS experience! 💻

viral-app-mcp

by fmd-labs

Free MCP Server to get live data from TikTok, Instagram, any YouTube by https://viral.app

servers

by shahanun

This repository contains reference implementations for the Model Context Protocol (MCP), showcasing how to connect Large Language Models to various tools and data sources. Explore our collection of servers built with the TypeScript and Python SDKs to see MCP in action! 🐙💻

mcpware

by delexw

Gateway MCP Server - Routes tool calls to MCP backends

perspective-mcp

by FiveOhhWon

MCP server for multi-perspective analysis and structured debates

mcp-ai-agent

by luuisotorres

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

mcpcat-python-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

neurolink

by juspay

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.

mcpcat-typescript-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

zen-ai-mcp-devtools

by daoch4n

mcp sse server for vibe coding / nested agents / aider / git / terminal

mcp

by taskade

🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

Windows-MCP

by CursorTouch

Lightweight MCP Server for automating Windows OS in the easy way.

mcp-server-file-search-tool

by RJTPP

A Model Context Protocol (MCP) server for searching file content with regex across various file types

google_workspace_mcp

by taylorwilsdon

Comprehensive, highly performant Google Workspace MCP Server with complete coverage for Calendar, Gmail, Docs, Sheets, Slides, Chat, Forms & Drive!

CereBro

by rob1997

A model-agnostic MCP Client-Server for .Net

rod-mcp

by go-rod

Model Context Protocol Server of Rod

awesome-osint-mcp-servers

by soxoj

A curated list of OSINT MCP servers. Pull requests are welcomed!

Awesome-MCP-ZH

by vivekkeditz

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

pdf-reader-mcp

by sylphlab

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

cursor-rust-tools

by terhechte

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

mcp_nuclei_server

by crazyMarky

A Nuclei security scanning server based on MCP (Model Control Protocol), providing convenient vulnerability scanning services.一个基于 MCP (Model Control Protocol) 的 Nuclei 安全扫描服务器，提供便捷的漏洞扫描服务。

pentest-mcp

by Karthikathangarasu

NOT for educational purposes: An MCP server for professional penetration testers including nmap, go/dirbuster, nikto, JtR, wordlist building, and more.

langchaingo-mcp-adapter

by i2y

A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

bitpin-mcp-server

by Kamyab7

This repository provides a comprehensive implementation of the Bitpin cryptocurrency exchange API through an MCP (Model Context Protocol) server.

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.

job-searchoor

by 0xDAEF0F

A simple MCP server that delivers you jobs based on your needs

RAG_MCP

by mytechnotalent

A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client.

mcp-openapi-schema-explorer

by kadykov

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.

mcp-sqlite

by jparkerweb

🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

MalwareBazaar_MCP

by mytechnotalent

An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

mcp-flight-search

by arjunprabhulal

MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search

cursor-notebook-mcp

by jbeno

Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

mixpanel-mcp-server

by ciaraadkins

MCP server for Mixpanel Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, and user profiles through conversational interfaces.

amplitude-mcp-server

by ciaraadkins

MCP server for Amplitude Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, signups, and revenue through natural language requests.

sec-mcp

by Montimage

A Python toolkit providing security checks for domains, URLs, IPs, and more. Integrate easily into any Python application, use via terminal CLI, or run as an MCP server to enrich LLM context with real-time threat insights.

mixpanel-mcp-server

by moonbirdai

MCP server for Mixpanel Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, and user profiles through conversational interfaces.

amplitude-mcp-server

by moonbirdai

MCP server for Amplitude Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, signups, and revenue through natural language requests.

document-search-mcp-server

by sawantudayan

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup.

mcp-sse

by br-silvano

MCP Server com SSE e Autenticação Bearer

PixVerse-MCP

by PixVerseAI

Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs.

MiniMax-MCP

by mattheussnf

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video generation APIs.

mcp-log-proxy

by emicklei

a web logging proxy for MCP client-server communication

zoomeye-mcp-server

by help116114

ZoomEye MCP Server - 网络资产搜索与用户信息查询

MCP

by sylphlab

Monorepo for Sylph Lab Model Context Protocol (MCP) tools and servers.

MCP-Manager-GUI

by gabrielbacha

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

mcp-sniffer

by shivdeepak

MCP Sniffer captures network traffic between MCP clients and servers and displays it in a web UI.

hunter-mcp-server

by help116114

An Model Context Protocol (MCP) server that provides access to Hunter API functionality, allowing AI assistants to query information about internet-connected devices and services.

fofa-mcp-server

by help116114

This server provides access to FoFa API functionality through the Model Context Protocol.

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.

MCP-Manager-GUI

by JupiteRSoStrong

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

flutter_mcp_server

by Centinol-alt

Open-source Model Context Protocol (MCP) server for Dart & Flutter. Exposes SDK tools and project resources for AI-driven workflows, automation, and remote development

bitbucket-mcp

by MatanYemini

Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs

awesome-mcp-devtools

by punkpeye

A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.

mcp-servers

by gunbun33

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.

agents-mcp-usage

by kikzi

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

mcp_server_s3_download_files

by ENGRZULQARNAIN

This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within buckets, and download file contents.

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

GemForge-MCP

by PV-Bhat

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

mcp_asset_generator

by Sumedh1599

Builds supplemental UI, helper scripts, and resource files for use in client apps like Theia, Cursor, or TypingMind with visual rendering of tools, resources, and prompts.

liveblocks-mcp-server

by liveblocks

MCP server for Liveblocks.

mcp_server_generator

by Sumedh1599

Automatically generates a full MCP server codebase (Node/Python/Java) using the validated schema, outputting modular files for CLI-based execution or Claude Desktop connection.

mutation-clinical-trial-matching-mcp

by pickleton89

MCP server to query clinicaltrial.gov to identify mutation specific trials

mcp_llm_inferencer

by Sumedh1599

Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers.

mcp

by arcjet

Arcjet Model Context Protocol (MCP) server. Help your AI agents implement bot detection, rate limiting, email validation, attack protection, data redaction.

mcp-servers

by cmiles74

Docker Container with Useful MCP Servers

Awesome-Security-MCP-Servers

by sivolko

This is curated list of Security tools' MCP server

mcp-link

by AuraFriday

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

github_graphql_api_mcp

by wanzunz

A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabilities through GraphQL.

ai-tools-setup

by kevinjalbert

Centralized management of AI tool configurations (rules, commands, MCP servers) with streamlined setup for global and project-specific environments.

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.

pdf-reader-mcp

by sylphxltd

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

yamcp

by hamidra

Organize your MCP servers in local workspaces, share them as Yet-Another-MCP through a single command

VibeShift

by Ilikepizza2

[MCP Server] Complete QA for cursor

mcp-canvas-lms

by MisterCommand

MCP server for accessing the Canvas LMS for students

mcpm.sh

by pathintegral-institute

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

rust-mcp-sdk

by rust-mcp-stack

A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.

solon-ai

by opensolon

Java AI (agent) full scenario application development framework (LLM, Function Call, RAG, Embedding, Reranking, Flow, MCP Server, Mcp Client). Compatible with java8 ~ java24.

mcp-cli

by JorianWoltjer

CLI to interact with and list Model Context Protocol (MCP) servers in SSE (Server-Sent Events) transport mode

tools

by sylphxltd

Monorepo for Sylph Lab Model Context Protocol (MCP) tools and servers.

calva-backseat-driver

by BetterThanTomorrow

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used asan MCP server.

binoculo-mcp

by girorme

Banner grabbing with LLM (MCP Server)

mcptools

by Amerahmed222

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

openapi-to-mcp-converter

by zxypro1

A tool for automatically converting OpenAPI specifications into Model Context Protocol (MCP) Server instance

mcp-golang

by Rethunk-Tech

A Model Context Protocol (MCP) server that provides Go language tools for LLMs to analyze, test, and format Go code.

mcp-template-node

by Rethunk-Tech

A template repository for creating Model Context Protocol (MCP) servers in Node.js/TypeScript. This template demonstrates how to build a simple notes management system using the MCP protocol, which can be used with LLM-powered applications.

raindrop-mcp

by adeze

Raindrop MCP Server

text2sim-MCP-server

by IamCatoBot

Text2Sim MCP Server is a simulation engine that supports multiple modeling paradigms, including Discrete-Event Simulation (DES) and System Dynamics (SD). It integrates with LLMs using the Model Context Protocol (MCP), enabling powerful simulation capabilities within natural language environments like Claude Desktop.

mcp-easy-installer

by onigetoc

MCP easy installer is a robust mcp server with tools to search, install, configure, repair and uninstall MCP servers

branch-thinking-mcp

by ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

mcp-nixos

by utensils

MCP-NixOS - Model Context Protocol Server for NixOS resources

mcp-jfrog

by jfrog

Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.

fofa-mcp-server

by intbjw

基于 MCP (Model Control Protocol)的 FOFA API 查询服务器，提供简单易用的 FOFA 数据查询接口。

toolhive

by StacklokLabs

Run and manage MCP servers easily and securely

dexpaprika-mcp

by coinpaprika

DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.

ai-tools

by suiware

Suiware AI Tools and MCP Server

mcp-server

by la-rebelion

A Model Context Protocol Server facade to simplify the implementation of agents

devcontext

by aurda012

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

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

by projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

awesome-mcp-servers

by Alonxoo

A collection of MCP servers.

mcp-boilerplate

by milxxyzxc

A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.

npm-helper-mcp

by Sametcanj

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

websearch-openapi-mcp

by Oaklight

Web Search OpenAPI/MCP server for Open-WebUI, Cherry-Studio etc, via Google and SearXNG

mcp-boilerplate

by iamsrikanthnani

A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.

mcp-oauth2.1-server

by QuantGeekDev

Reference mcp server implementation of draft mcp oauth spec https://modelcontextprotocol.io/specification/draft/basic/authorization#2-3-authorization-server-discovery

deep-research-mcp

by pinkpixel-dev

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

npm-helper-mcp

by pinkpixel-dev

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

mcp-searxng-enhanced

by OvertliDS

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

web-scout-mcp

by pinkpixel-dev

A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.

devcontext

by Rathesh2727

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

Windows-MCP

by Computer-Agent

Lightweight MCP Server for interacting with Windows Operating System.

cratedb-mcp

by crate

CrateDB MCP Server for Text-to-SQL and documentation retrieval.

centroid

by NeuclaiLabs

A GUI platform for managing your MCP servers locally

MCP-Emulator-Controller

by Teemo4621

A study project using MCP Server to control an emulator — including launching apps, closing apps, taking screenshots, tapping, and dragging on the screen.

code-to-tree

by micl2e2

A single-binary MCP server that converts source code into AST🌲, regardless of language.

project-nova

by PradeepaRW

A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge bases to DAWs, home automation to development tools. Includes system prompts, Dockerfiles, and workflows for a complete AI assistant ecosystem.

vibeSafe-mcp

by vibeSafe

Security MCP server for agentic development. Powers real-time analysis, package scanning, and custom workflows.

Windows-MCP

by Jeomon

Lightweight MCP Server for interacting with Windows Operating System.

osmmcp

by estebamod

OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

langchain-mcp-tools-py-usage

by hideya

Simple MCP Client Using LangChain / Python

obsidian-mcp-server

by cyanheads

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

rag-browser

by aashari

A Browser Automation Tool for Humans and AI - Built with Playwright, optimized for Bun runtime, supporting CLI and MCP Server modes for webpage analysis and automation

mcp-logic

by angrysky56

Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc

mcp-registry

by ARadRareness

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

mcp-ollama-agent

by ausboss

A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP) servers. This project provides an interactive command-line interface for an AI agent that can utilize the tools from multiple MCP Servers..

keycloak-model-context-protocol

by ChristophEnglisch

MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations.

toolkit-mcp-server

by cyanheads

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

markdown-downloader

by dazeb

A MCP Server that will download any webpage as markdown in an instant. Download docs straight to your IDE for AI context.

mcp-guardian

by eqtylab

Manage / Proxy / Secure your MCP Servers

graphlit-mcp-server

by graphlit

Model Context Protocol (MCP) Server for Graphlit Platform

dvmcp

by gzuuus

DVMCP is a bridge implementation that connects Model Context Protocol (MCP) servers to Nostr's Data Vending Machine (DVM) ecosystem

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.

langchain-mcp-tools-ts

by hideya

Package intended to simplify the use of MCP server tools within LangChain

exa-server

by it-beard

AI-powered code search MCP server using Exa API for intelligent code search and retrieval in AI assistants

tavily-server

by it-beard

AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP)

mcp-data-extractor

by sammcj

A model context protocol server to migrate data out of code (ts/js) into config (json)

mcp-package-version

by sammcj

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

CyberSecurity-MCPs

by secmate-ai

Model Context Protocol Server For Cyber Security

mcp-sequentialthinking-tools

by spences10

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

mcp-svelte-docs

by spences10

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

deep-research-mcp-server

by ssdeanx

MCP Deep Research Server using Gemini creating a Research AI Agent

mokei

by TairuFramework

TypeScript toolkit for creating, interacting and monitoring clients and servers using the Model Context Protocol

aisdk-mcp-bridge

by vrknetha

Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.

CursorMCPMonitor

by willibrandon

Real-time monitoring tool for Model Context Protocol (MCP) interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges between LLM clients and servers. Supports log rotation, pattern matching, and color-coded event visualization.

markdownify-mcp

by zcaceres

A Model Context Protocol server for converting almost anything to Markdown

mcp-client-langchain-py

by hideya

MCP Client Implementation Using LangChain / Python

langchain-mcp-tools-ts-usage

by hideya

a simple MCP client implementation using LangChain / TypeScript