Discover Awesome MCP Servers

image-mcp-server

A server that accepts image URLs and analyzes their content using GPT-4-turbo, enabling Claude AI assistants to understand and describe images through natural language.

Vrchat Mcp

A Model Context Protocol server that allows AI assistants to interact with the VRChat API, enabling retrieval of user information, friends lists, and other VRChat data through a standardized interface.

Model Context Protocol (MCP) Server for dify workflows

Server for using Dify. It achieves the invocation of the Dify workflow by calling the tools of MCP.

Crossref MCP Server

A Model Context Protocol server that enables querying the Crossref API to search for academic publications by title, author, or DOI, returning structured metadata about scholarly works.

MCPRules - Programming Guidelines Management Server

A powerful Model Context Protocol (MCP) server that manages and serves programming guidelines and rules. This server integrates with development tools to provide consistent coding standards across projects.

JSON MCP Server (@gongrzhe/[email protected])

Mirror of

clickup-operator MCP server

Mirror of

cve-search_mcp

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

Calendar AutoAuth MCP Server

Mirror of

Instagram MCP Server

Mirror of

Welcome-MCP-Server-Testing

A test repository for MCP server functionality

Repository Analyzer MCP Server

A Model Context Protocol (MCP) server for analyzing code repositories with special tools for the Nostr protocol and NDK.

Weather Bot with OpenAI Agents SDK

Telegram bot using OpenAI Agents SDK and MCP Server.

Sourcesage

SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.

Figma MCP Server

Facilitates the analysis of Figma file structures by extracting node hierarchies, accessible via REST API or MCP protocol.

MCPSharp

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

Appwrite MCP Server

MCP to connect LLMs to Appwrite

MCP Server using Spring Boot Java

MCP Server using Spring Boot Java

baseball-mcp: An MLB Stats API Wrapper for MCP

This project provides an MCP (Multi-Channel Pipeline) server that acts as a wrapper for the MLB Stats API. It allows you to easily access and process various MLB data points, including schedules, game results, and team information. This server is designed for efficient data retrieval and processing within an MCP framework.

Git MCP Server Troubleshooting Guide

Troubleshooting documentation for Git MCP Server with specific focus on registry and connection issues

Structured Thinking MCP Server

A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection.

Mindmap MCP Server

A Model Context Protocol server that converts Markdown content into interactive mindmaps, allowing AI assistants to visualize hierarchical information through either HTML content or saved files.

stdout-mcp-server

A Model Context Protocol server that captures and manages stdout logs through named pipes, making application output available for querying and debugging in AI tools like Cursor IDE.

MCP Sample

Test repository created using Claude Desktop and MCP server integration