Discover Awesome MCP Servers

Terminal Command Runner MCP Server

NeoMCP server

Awesome Claude MCP Servers 🤖

Mirror of

Setup

Mirror of

MCP Server for Qdrant

A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

awesome-awesome-mcp-servers

A curated list of awesome-mcp-servers (Model Context Protocol server)

Vega-Lite MCP Server Troubleshooting

Troubleshooting guide for Vega-Lite MCP server integration with Claude

Climatiq MCP Server

A Model Context Protocol server that enables AI assistants to perform real-time carbon emissions calculations and provide climate impact insights by interfacing with the Climatiq API.

server-run-commands

MCP server to run commands on the local OS

MCP Server for FTP Access

Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.

jira-service MCP server

Mirror of

Soccer MCP Server

Mirror of

Nylas API MCP Server (Experimental)

Experimental server that implements the Model Context Protocol (MCP) for Nylas API, providing resources, tools, and prompts to help developers integrate email, calendar, and contacts functionality with AI applications.

shodan-mcp-server

A WebSocket server that provides MCP interface for searching and retrieving information about internet-connected devices, IP addresses, DNS data, and CVE vulnerabilities through the Shodan API.

Playwright-Lighthouse MCP Server

A server that analyzes website performance using Playwright and Lighthouse, allowing LLMs to perform web performance analysis through the Model Context Protocol.

MCP Client:

An MCP Client for connecting to MCP Server‐compatible services at

MCP Server for Milvus

Model Context Protocol Servers for Milvus

MCP GitHub

Repository created using GitHub MCP server

MCP SQL Server

A FastMCP server that provides natural language interaction with MS SQL databases, enabling users to query data, list tables, describe structures, and execute database operations through a conversational AI interface.

SQL Server Agent - Modal Context Protocol

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

Flux Image Generator

An MCP server that generates images based on text prompts using Black Forest Lab's FLUX model, allowing for customized image dimensions, prompt upsampling, safety settings, and batch generation.

Model Context Protocol (MCP) Example

A reference implementation of the Model Context Protocol (MCP) enabling seamless tool calling between LLMs and applications. Features client/server architecture with HTTP APIs, local CLI execution, and AWS Bedrock integration in a production-ready, extensible framework.

Vercel MCP Server

An MCP Compliant Server that defines 9 tools for working with Vercel deployment data.

OpenSearch MCP Server

A Model Context Protocol server implementation that enables natural language interactions with OpenSearch clusters, allowing users to search documents, analyze indices, and manage clusters through simple conversational commands.

APIMatic Validator MCP Server

APIMatic Validator MCP Server for validating OpenAPI specs via APIMatic's API with MCP

n8n MCP Server

A Model Context Protocol server that enables AI assistants to interact with n8n workflows through natural language, supporting actions like listing, creating, updating, executing and monitoring workflows.

Babashka MCP Server

Mirror of

MCP Language Server

Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.