Discover Awesome MCP Servers

Vitest MCP Server

AI-optimized Vitest interface that provides structured test output, visual debugging context, and intelligent coverage analysis for more effective AI assistance with testing.

EPICS MCP Server

A Python-based server that interacts with EPICS process variables, allowing users to retrieve PV values, set PV values, and fetch detailed information about PVs through a standardized interface.

MCP Server

A Python implementation of the Model Context Protocol (MCP) that connects client applications with AI models, primarily Anthropic's models, with setup instructions for local development and deployment.

VNDB MCP Server

A Model Context Protocol (MCP) server for accessing the Visual Novel Database (VNDB) API. This enables Claude AI to search and retrieve visual novel information.

Trino MCP Server

Enables database schema analysis and management for Trino servers through dynamic connections. Supports DDL validation, dependency analysis, schema documentation generation, and safe SQL execution with multiple concurrent connections.

MCP Server for LimeSurvey

Enables interaction with LimeSurvey API to create and manage surveys, questions, question groups, activate surveys, and export responses through standardized MCP endpoints.

code-to-tree

code-to-tree

Dash MCP Server

Provides tools to interact with the Dash documentation browser API, allowing users to list installed docsets, search across documentation, and enable full-text search.

Linear MCP Server

A Linear MCP implementation that handles all Linear resource types.

DuckDuckGo MCP Server

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. This appears to be a starter template rather than a fully functional DuckDuckGo integration.

Azure Pricing MCP Server

Provides AI assistants with real-time access to Azure retail pricing information, enabling price searches, regional cost comparisons, monthly bill estimates, and SKU discovery through natural language queries.

Tambo Docs MCP Server

Enables AI assistants to discover, fetch, and search through Tambo documentation from docs.tambo.co. Provides intelligent content parsing with caching for improved performance when accessing technical documentation.

MCP Server Markup Language (MCPML)

MCP Server Markup Language (MCPML) - A Python framework for building MCP Servers with CLI and OpenAI Agent support.

PC-MCP

针对操作个人电脑的mcp服务器，该项目当前主要针对smart-pet-with-mcp项目的搭配演示用

Pylon MCP Server

Enables interaction with Pylon's customer support platform API to manage users, contacts, issues, and knowledge base articles through natural language commands.

mcp_server

MCP server for LLM integration

MCP Weather Notes Server

Provides real-time weather data from Open-Meteo API and enables creating and retrieving notes stored locally in JSON format.

API MCP Server

A TypeScript-based MCP server that implements a simple notes system, providing resources for accessing notes via URIs, tools for creating notes, and prompts for generating summaries.

C++ Style Guide MCP Server

Provides professional C++ code style checking, best practices analysis, and modern C++ upgrade suggestions with tools for naming conventions, memory safety, const correctness, and access to comprehensive C++ style documentation.

DDG MCP2

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for developing custom MCP servers with Docker support and CI/CD integration.

Claude Kali MCP Commander

An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.

Echo MCP Server

A simple server implementing the Model Context Protocol (MCP) that echoes messages back, designed for testing MCP clients.

Fetch MCP Server

fetch urls from webpage using playwright , sse mcp server & nodejs expressjs

Chuk Design System

Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

shortcuts-mcp-server

shortcuts-mcp-server

Acumatica MCP Server by CData

This read-only MCP Server allows you to connect to Acumatica data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

SuperMemory MCP

A tool that makes memories stored in ChatGPT accessible across various language models without requiring logins or paywalls.

Azure DevOps MCP Proxy

Enables interaction with Azure DevOps through Personal Access Token authentication. Supports work item management, wiki operations, project/repository listing, and build pipeline access through natural language.

Neo4j MCP Clients & Servers

Model Context Protocol with Neo4j