Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
jezweb/openai-mcp
This project provides a Model Context Protocol (MCP) server for connecting to OpenAI's DALL-E API for image generation with full support for all available options. It's specifically designed to work with Roo Code and other MCP-compatible AI assistants.
ins0mniaque/mcp0
Secure MCP (Model Context Protocol) servers configurator/inspector/proxy with hot reload support. Configure once, reuse with any MCP client.
RyanNg1403/mcp-server-logical-solver
A powerful logical reasoning system that combines Large Language Models (LLMs) with formal theorem proving capabilities. This project leverages the MCP-Logic server to provide automated reasoning and logical validation.
Kryzo/mcp-Loinc
This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization.
akr4/applemusic-mcp-server
An MCP server for interacting with the Apple Music API. This server provides tools for searching songs, generating playback links.
u3588064/Entity-Resolution
A data comparison tool that uses text normalization and language models to assess whether two sets of data come from the same entity, supporting JSON format comparison and semantic analysis.
infinitimeless/podcrawler-mcp
An MCP (Model Context Protocol) server for podcast discovery through web crawling. PodCrawlerMCP enables AI assistants to find podcast episodes on specific topics by crawling the web for RSS feeds.
owayo/gitlab-mcp-server
An MCP server integrated with GitLab that provides functions to fetch failed pipeline logs, merge request comments and code changes to enhance AI assistants' development support.
felores/docs_scraper_mcp
Keep your dependency documentation lean, current, and AI-ready. This toolkit helps you extract clean, focused documentation from any framework or library website, perfect for both human readers and LLM consumption.
wuyunmei/momedb-mcp
MemoDB MCP is a TypeScript-based AI conversation and knowledge management server offering user management, conversation data storage and knowledge base operations.
mark-oori/mcpserve
Welcome to the MCP Serve repository, a cutting-edge tool designed for running Deep Learning models effortlessly. With a simple yet effective MCP Server that allows for Shell execution, connecting locally via Ngrok, or even hosting an Ubuntu24 container using Docker, this repository is a must-have for any AI enthusiast!
DanWahlin/marvel-mcp-azure-functions
Features • Tools • Setup • Configuring an MCP Host.
kaznak/alertmanager-mcp
This project implements a Model Context Protocol (MCP) server that integrates with Prometheus Alertmanager. It serves as a bridge between Claude AI and Alertmanager, allowing Claude to interact with and manage alerts through a standardized interface.
brunosantoslab/spring-mcp-bridge
Integrating existing APIs with AI assistants typically requires manual coding or complex configuration. Spring MCP Bridge eliminates this complexity by automatically scanning your Spring Boot project and generating a ready-to-use MCP server.
colesmcintosh/numpy-mcp
A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy. This server exposes various mathematical tools through a standardized MCP interface, making it easy to perform numerical computations directly through Claude or other MCP-compatible LLMs.
mrgnss/claudedesktopcommander
Short version. Two key things. Terminal commands and diff based file editing.
netwrix/mcp-server-naa
An MCP server for Netwrix Access Analyzer, designed to integrate with Claude Desktop. Currently supports Active Directory and File System solutions.
tsmd/wcag-mcp
An MCP server that provides access to WCAG content
mehmetakinn/gitlab-mcp-code-review
An MCP (Model Context Protocol) server for integrating AI assistants like Claude with GitLab's merge requests. This allows AI assistants to review code changes directly through the GitLab API.
rayanzaki/mcp-google-contacts-server
A Machine Conversation Protocol (MCP) server that provides Google Contacts functionality, allowing AI assistants to manage contacts, search your organization's directory, and interact with Google Workspace. Much updated from its original by Gemini AI in Gemini CLI.
fortunto2/prefect-mcp-server
This repository provides a Prefect MCP server configuration using the prefect-mcp-server package with a reliable running mechanism via uvx. The configuration is tailored for use with the Cursor IDE.
squirrelogic/mcp-feature-discussion
A TypeScript-based Model Context Protocol (MCP) server that facilitates intelligent feature discussions between developers and AI. This server acts as an AI lead developer, providing guidance on feature implementation, maintaining context of discussions, and helping teams make informed architectural decisions.
https-eduardo/clockify-mcp-server
This MCP Server integrates with AI Tools to manage your time entries in Clockify, so you can register your time entries just sending an prompt to LLM.
TerLand0berver/memory-bank-mcp-server
This is a Model Context Protocol (MCP) server designed to manage project-specific "memory bank" data. It utilizes an SQLite database to store and retrieve contextual information related to a project, such as product background, decision logs, progress updates, etc.
