Discover Awesome MCP Servers

Vibe-Coder MCP Server

An MCP server that implements a structured workflow for LLM-based coding, guiding development through feature clarification, documentation generation, phased implementation, and progress tracking.

MCP Server for Running E2E Tests

e2e mcp server to automate validating your ai generated code

Maccam912_searxng Mcp Server

Mirror of

mcp-server-iris: An InterSystems IRIS MCP server

Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations with Interoperability

Mattermost MCP Server

An MCP server that enables Claude and other MCP clients to interact with Mattermost workspaces, providing channel management, messaging capabilities, and topic monitoring functionality.

Edgeone Pages Mcp Server

A service that enables rapid deployment of HTML content to EdgeOne Pages and automatically generates publicly accessible URLs for the deployed content.

Gemini Context MCP Server

An MCP server implementation that maximizes Gemini's 2M token context window with tools for efficient context management and caching across multiple AI client applications.

Azure Log Analytics MCP Server

MCP server for querying Azure Log Analytics using natural language

Linear MCP Server

A Model Context Protocol server that enables large language models to interact with Linear's issue tracking system, allowing management of issues, projects, teams, and other Linear resources.

MCP Tools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

Agentis MCP

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

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.

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.

Model Context Protocol (MCP) Schema for Rust

A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

Scast

Converts code into UML diagrams and flowcharts through static analysis, enabling visualization of code structure and explanation of functionality.

Azure DevOps MCP (Model Context Protocol)

A reference server implementation for the Model Context Protocol that enables AI assistants to interact with Azure DevOps resources and perform operations such as project management, work item tracking, repository operations, and code search programmatically.

Algorand MCP Implementation

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts.

Krep MCP Server

A high-performance string search utility with Model Context Protocol integration that enables AI assistants to perform efficient pattern searching in files and strings.

IDA Pro MCP Server

A Model Context Protocol server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

memos-mcp-server

A MCP(Model Context Protocol) server for Memos.

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.

MCP Server for RSS3

An MCP server implementation that integrates the RSS3 API, allowing users to query data from decentralized chains, social media platforms, and the RSS3 network through natural language.

datadog-mcp-server

MCP Server for Datadog

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.

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.