Discover Awesome MCP Servers

GitLab MCP Server Tools

Configuration, adapters, and troubleshooting tools for GitLab MCP server implementation

Maccam912_searxng Mcp Server

Mirror of

MCP Server for Running E2E Tests

e2e mcp server to automate validating your ai generated code

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.

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.

mcp-server-iris: An InterSystems IRIS MCP server

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

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.

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.

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.

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.

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.

Scast

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

Model Context Protocol (MCP) Schema for Rust

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

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 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.

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.

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.

Axe Handle Project

An MCP server server

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.

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.