Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
ruslanmv/watsonx-rag-mcp-server
In this tutorial, you will learn how to build a full-featured Retrieval-Augmented Generation (RAG) server using IBM Watsonx.ai, ChromaDB for vector indexing, and expose it via the Model Context Protocol (MCP) Python SDK.
malloryai/mallory-mcp-server
The local mallorymcp stdio server has been replaced by Mallory's hosted Remote MCP service. The remote service is fully managed, always up to date, and requires no local install.
profliuhao/MedixHub
MedixHub MCP server is a JavaScript-based Model Context Protocol service that integrates healthcare API access, providing standardized function execution, parameter validation and LLM integration, and supporting queries across medical data sources such as OpenTarget, FDA drug labels and the Monarch database.
mikah13/mcp-clickup
An MCP server for the ClickUp API that lets Claude interact with ClickUp workspaces.
captainChaozi/search-intent-mcp
This is an MCP-based search intent analysis service that analyzes the intent behind user search keywords via API, providing classification, reasoning process and related suggestions, mainly for SEO analysis.
trilogy-group/aws-pricing-mcp
A Model Context Protocol (MCP) server that provides AWS EC2 instance pricing data. This project includes both a traditional server implementation and a serverless Lambda function.
afshawnlotfi/mcp-configurable-puppeteer
A Model Context Protocol server that provides browser automation capabilities using Puppeteer with configurable options. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment, with the ability to customize Puppeteer launch options through environment variables.
Pixeladed/mcpd
The Model Context Protocol Daemon is a tool that allows you to manage Model Context Protocol (MCP) servers, quickly install new ones, manage multiple instances and more.
JayceeB1/mcp-server-updater
A PowerShell tool for analyzing and updating Claude Desktop's Model Context Protocol (MCP) servers, supporting multiple project types and automated update workflows.
MaximilianPMX/k6-mcp-server
Recreation of the k6-mcp-server, focusing on its core event-driven and plugin architecture based on the Model Context Protocol (MCP). This project aims to provide a server that can accept and process data from k6 load testing tool, potentially acting as a central coordination point or data aggregation service.
wandermyz/wandering-rag
A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.
reminia/task-tracker
A Model Context Protocol server that integrates Linear task management and TrackingTime time tracking.
jinhongzou/FinQ4Cn-mcp-server
A dedicated MCP server tool designed for quantitative analysis, FinQ4Cn-mcp-server aims to provide large models with convenient, free, and open-source access to financial data. Built on the akshare library, the project focuses on China's A-share market, offering users comprehensive data support for stocks and related financial products.
mazrean/deno-mcp-server
template repository for MCP server creation by Deno.
lobstercare/geofs-mcp
A Model Context Protocol (MCP) server for the GeoFS flight simulator, allowing AI models to control and interact with aircraft in the GeoFS browser-based flight simulator.
automation-ai-labs/mcp-wait
A simple MCP server that provides waiting functionality to pause until other tasks finish.
Niell007/supabase-mcp-server
A feature-rich MCP server that enables any MCP clients (Cursor, Windsurf, Claude Desktop, Cline and others) to safely interact with Supabase databases. It provides tools for database management, SQL query execution, and Supabase Management API access with built-in safety controls.
o-b-one/groceries-mcp
MCP Server for different Groceries vendor API, enabling searching groceries and cart update.
ChangJunPark/mcp-qdrant-server-with-qdrant-db
A system integrating the Qdrant vector database and an MCP server for storing and retrieving code snippets, supporting natural language search and semantic retrieval.
crunchloop/mcp-devcontainers
The MCP Devcontainers is a Model Context Protocol (MCP) server that provides a simple integration with the devcontainers cli.
joshua-mo-143/n8n-mcp-server-rust
An MCP server written in Rust for interacting with n8n, supporting comprehensive management of executions, workflows and tags.
attarmau/styleclip
This is a CLIP-Based Fashion Recommender with AWS.
liyq0307/SuperMapMCP
The SuperMapMCP project is a client-server system that implements importing shapefile data into databases, based on SuperMap Object Java components and OpenAI technology, requiring configuration of environment variables and database information before running.
takuya0206/bigquery-mcp-server
A Model Context Protocol (MCP) server for accessing Google BigQuery. This server enables Large Language Models (LLMs) to understand BigQuery dataset structures and execute SQL queries.
