Discover Awesome MCP Servers

Petstore3

A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.

DeepView MCP

A Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's extensive context window.

mcp-server-zenn: Unofficial MCP server for Zenn (

An unofficial Model Context Protocol server for Zenn that enables fetching articles and books from the Zenn platform through its API.

Agentis MCP

Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider.

Code Summarizer

Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.

memos-mcp-server

A MCP(Model Context Protocol) server for Memos.

MCP Server Runner

Cursor extension to store MCP server configurations and run them

LND MCP Server

A Model Context Protocol (MCP) for querying Lightning Network (LND) node data using natural language.

MCP-APIKit

A microservice control plane server that integrates with Windsurf IDE by fetching API information from Eolink OpenAPI and exposing it as MCP resources, enabling seamless API integration and management in the development environment.

vrchat-mcp-osc

Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar control and interactions in virtual reality environments through the Model Context Protocol.

Coolify MCP Server

A Model Context Protocol server that provides integration with the Coolify API, enabling DevOps teams to manage Coolify deployments, applications, services, and servers through MCP tools.

Container-MCP

A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.

Kom - Kubernetes Operations Manager

Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

Snowflake MCP Service

A Model Context Protocol server that provides access to Snowflake databases for any MCP-compatible client, allowing execution of SQL queries with automatic connection management.

MCP docx server

MCP server to manipulate DOCX file

Brex MCP Server

A Model Context Protocol server that enables AI agents to interact with Brex financial platform data, allowing retrieval of account information, expenses, budgets, and team data through standardized resource handlers.

mcp-server-fetch-python

Mirror of

Weibo MCP Server

A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.

@orbit-logistics/notion-mcp-server

Mirror of

Axe Handle Project

An MCP server server

MCP Server for Milvus

An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.

ArgoCD MCP Server

An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.

Minio MCP Service

Provides a standardized way to interact with MinIO object storage, allowing access to text files, binary files, and bucket contents while supporting operations like listing buckets/objects, retrieving objects, and uploading files.

MCP Server for Transcripter

A Model Context Protocol server that provides AI-powered features for the Transcripter project, including tools for searching and summarizing transcriptions and resources for accessing transcription and analysis data.

Unsplash MCP Server

java version unsplash mcp server

MCP Server Discord Webhook

Mirror of

README.md

Очень удобный поисковик на python. Можно внедрить на сайт или использовать локально на ПК с любой ОС.