Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
olaservo/mcp-advisor
An MCP server that provides comprehensive access to the Model Context Protocol specification through both prompts and resources. This server helps LLMs and humans understand and work with the MCP specification by providing the complete JSON schema and detailed documentation.
the-sukhsingh/mcpmongo
This project demonstrates the integration of MongoDB with the Model Context Protocol (MCP) to provide AI assistants with database interaction capabilities. It consists of two main components.
sangcnguyen/gridly-mcp-server
MCP Server for Gridly API offers functionality for managing projects, grids, databases, and more.
FishWoWater/trellis_mcp
Trellis MCP provides an interface between AI assistants and Trellis via Model Context Protocol (MCP).
sungongtai/stock-mcp
A stock data service project based on Spring Boot and Spring AI, providing real-time stock trading information, intraday prices and company details queries.
rerofumi/fm-mcp-comfyui-bridge
This project is an MCP server implementation that connects to ComfyUI, providing features such as image generation, image caption generation, and tag parsing, and supporting interaction with ComfyUI via API for image processing.
BootcampToProd/spring-boot-ai-mongo-mcp-server
This project is a Mongo MCP Server built with Spring Boot AI. It is designed to interact with a local MongoDB instance and expose various database operations as callable tools. The server can be tested using any MCP client, including the Claude desktop app.
weetime/prometheus-mcp-server
This is a TypeScript-based MCP server that implements a Prometheus API interface. It provides a bridge between Claude and your Prometheus server through the Model Context Protocol (MCP).
cicatriiz/healthcare-mcp-public
Healthcare MCP Server is a specialized Node.js server that implements the Model Context Protocol (MCP) to provide AI assistants with access to healthcare data and medical information tools. It enables AI models to retrieve accurate, up-to-date medical information from authoritative sources.
monteslu/vibe-eyes-client
A lightweight client library to integrate browser games with the Vibe Eyes MCP debug server for real-time debugging, visualization, and analysis. This allows AI to SEE the game it's working on in real time!
sdkim96/mcp-app
This repository serves an MCP application with RAG and Web Searching tools. RAG tools let LLM not only retrieve knowledge from vectorstore but add documents, augmenting size of knowledge that LLM uses.
lumile/lumbretravel-mcp
An MCP server that provides access to LumbreTravel API.
pdfme/mcp-server-pdfme
MCP server PDF processing service
Scrapezy/mcp
A Model Context Protocol server for Scrapezy that enables AI models to extract structured data from websites.
manolaz/amoca-solana-mcp-server
This repository demonstrates an implementation of an Autonomous Merit On Chain Agent (AMOCA) for Solana development, built on the Model Context Protocol (MCP).
tutumomo/MCP-civil-tools
This project is an MCP protocol-based Python server providing soil and water conservation technical specification queries and calculation functions, including engineering calculations such as Manning's coefficient, earth pressure coefficient, drainage ditch flow velocity, and slope stability, as well as latitude/longitude to UTM/TWD97 coordinate conversion for Taiwan. Suitable for AI application integration.
sockcymbal/nvd-mcp-server
Stay ahead of security threats without breaking your flow. The NVD MCP Server is your gateway to the National Vulnerability Database (NVD), seamlessly integrated into AI-powered development environments like Windsurf. Ask questions in plain English, get real-time vulnerability data, and keep your code secure—all from within your IDE.
gianlucamazza/mcp_python_toolbox
A Model Context Protocol (MCP) server that provides a comprehensive set of tools for Python development, enabling AI assistants like Claude to effectively work with Python code and projects.
digitalocean-labs/mcp-digitalocean
MCP DigitalOcean Integration is an open-source project that provides a comprehensive interface for managing DigitalOcean resources and performing actions using the DigitalOcean API. Built on top of the godo library and the MCP framework, this project exposes a wide range of tools to simplify cloud infrastructure management.
kjozsa/git-mcp
MCP server for managing Git operations on local repositories.
Michael98671/agentbay
Alibaba Cloud's Wuying AgentBay is a cloud infrastructure designed for Agents in the AI era. It provides enterprises, developers, and AI vendors with a one-click configuration tool and execution environment for AI Agent tasks.
weirdbrains/onesignal-mcp
A comprehensive Model Context Protocol (MCP) server for interacting with the OneSignal API. This server provides a complete interface for managing push notifications, emails, SMS, users, devices, segments, templates, analytics, and more through OneSignal's REST API.
mattcoatsworth/Whatsapp-MCP-Server
A comprehensive WhatsApp Business API interaction server supporting message sending, template management, media upload, business profile updates and more.
tarnover/mcp-sysoperator
A Model Context Protocol (MCP) server for Infrastructure as Code operations. This server allows AI assistants to interact with Ansible and Terraform, execute playbooks and Terraform plans, manage cloud resources, and perform other infrastructure operations directly. (Project previously known as mcp-ansible)
