Discover Awesome MCP Servers

bitwig-gemini-mcp

Enables AI agents to control and monitor Bitwig Studio in real-time using natural language commands through MCP and OSC.

defi-yields-mcp

An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama.

uacos

Local-first code intelligence and safety layer for AI coding agents. MCP server exposes dependency graph, impact analysis, and AST-compressed repo context, backed by typed local memory, patch-scope safety gates, and git-independent transaction rollback.

Gemini MCP Server

Google Gemini API와 상호 작용하기 위한 모델 컨텍스트 프로토콜 (MCP) 서버.

io.github.Brightdotdev/darwin-rag

A local-first RAG engine that ingests documents (PDF, Markdown, images, etc.) and provides hybrid search, reranking, and LLM answer synthesis via MCP for AI agent integration.

uxon-ai

MCP server and Claude skills for AI agents to build landing pages, run A/B experiments, and track first-party conversions. Lets agents onboard clients, create and publish pages, manage variants, and pull performance reports via the UXON API.

Frame Pulse MCP

Provides AI agents with real-time system monitoring and control for creative workstations, enabling thermal management and process prioritization to prevent crashes.

PyKernel MCP

MCP server that provides a persistent IPython kernel for executing Python code with pre-loaded numpy, pandas, and matplotlib, supporting stateful computation and inline visualizations.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

Evolution MCP Server

Automatically generates compelling application specifications and code based on the four dimensions (existence, historicity, relationality, irrationality), simplicity, and Figma-like UI, enabling users to create great apps without detailed instructions.

otp-mcp

Enables querying self-hosted OpenTripPlanner for accurate transit routes via MCP, supporting both stdio and HTTP.

Sanções Suíça (SECO)

Verifies if a name appears in the Swiss SECO sanctions list for compliance and AML due diligence. It is a read-only, hosted MCP server with a single tool that works with any MCP client over HTTP.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

DataMammoth MCP Server

A Model Context Protocol (MCP) server that lets AI assistants manage DataMammoth infrastructure through natural language.

freecad-mcp

Enables AI-driven control of FreeCAD for CAD modeling, including creating, editing, measuring objects and running FEM analysis, via natural language interaction through Claude Desktop.

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

Adversa

LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabilities, providing prioritized findings in table, JSON, SARIF, or via an MCP server for AI agents.

BeLikeNative Grammar Server

L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API keys needed.

Google-Drive Universal MCP Server

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

Shellgate

A secure gateway that lets AI agents interact with APIs and SSH servers via scoped tokens, with credential injection, human-in-the-loop for dangerous commands, and MCP integration for tool access.

MCP Server for LinkedIn

An MCP server that lets AI assistants like Claude read LinkedIn data through your own logged-in browser session. Access profiles and companies, search for jobs, or get job details.

Stock MCP Server

Provides real-time stock data and AI-powered analysis for A-shares, Hong Kong stocks, and US stocks. Features sentiment analysis of financial news, deep research reports, and comprehensive market data through multiple integrated data sources.

Exa Websets MCP Server

Enables AI assistants to create and manage content collections, perform web searches, and enhance data using Exa AI's websets capabilities with guided workflows for research and analysis.

Frostbyte MCP

A unified MCP server providing AI agents with 40+ developer APIs including geolocation, crypto prices, DNS lookup, and web scraping. Enables natural language access to various tools through a single gateway.

Remote MCP Server Authless

A deployable Model Context Protocol server on Cloudflare Workers that operates without authentication, allowing connection to AI assistants like Claude Desktop and Cloudflare AI Playground.

HubSpot MCP Server

Provides standardized access to HubSpot's CRM API for managing contacts, companies, deals, engagements, and other CRM data through comprehensive CRUD operations, batch processing, and advanced search capabilities.

MCP Enterprise Tools Server

An MCP-based enterprise tools server that exposes company knowledge search and employee database lookup as callable tools.

Glm-Vision-Mcp

A local MCP server that adds image recognition to text-only LLMs by sending images to Zhipu's free vision models, supporting local files, URLs, and base64 inputs with automatic model fallback.

Bright Data MCP

Claude Desktop과 같은 AI 어시스턴트가 실시간 공개 웹 데이터를 참조하고 이를 기반으로 결정을 내릴 수 있도록 지원하는 모델 컨텍스트 프로토콜을 위한 Bright Data 공식 서버입니다.

mcp-google-sheets

Enables AI assistants to read, write, and manage Google Sheets spreadsheets through natural language commands, providing a bridge between MCP clients and the Google Sheets API.