Discover Awesome MCP Servers

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.

Llama Maverick Hub MCP Server

A meta-MCP server that uses Llama AI as an orchestrator to intelligently route requests and coordinate workflows across multiple MCP services like Stripe, GitHub, and databases. Enables complex multi-service operations with AI-driven decision making and parallel execution capabilities.

Penpot MCP Server

Bridges AI language models with Penpot design platform, enabling AI assistants to analyze, search, and interact with design files programmatically for automated design workflows.

veyra-contacts

Contact manager for AI agents with company, tags, and full-text search. Reads are free, writes require Veyra commit mode.

pdf-tools-mcp

pdf-tools-mcp

Planer MCP Server

An intelligent task management server that generates context-aware engineering plans using LLM-powered workflows and interactive requirement elicitation. It features persistent SQLite storage, category-based planning strategies, and automated progress tracking for software development projects.

MCP Autostarter

An intelligent MCP server that enables seamless restarting of Claude's MCP handler process without disrupting the UI, allowing for plugin reloading without closing the entire Claude Desktop application.

McGravity

Một công cụ proxy để kết hợp nhiều máy chủ MCP thành một điểm cuối thống nhất. Mở rộng quy mô các công cụ AI của bạn bằng cách cân bằng tải các yêu cầu trên nhiều máy chủ MCP, tương tự như cách Nginx hoạt động cho các máy chủ web.

Document QA MCP Server

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

Binance MCP Server

Backend service that enables users to connect with Binance exchange for viewing portfolio data, converting tokens, and executing trades with minimal market impact through the Model Context Protocol framework.

MCP Server for Wolfram Alpha Integration

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) được hỗ trợ bởi Python, sử dụng Wolfram Alpha thông qua API.

Sound Effects MCP

Plays sound effects (completion, newtype, and error sounds) in response to various situations like task completion, insights, or errors. Integrates with Claude Desktop to provide audio feedback for improved workflow efficiency and entertainment.

CodeRabbit CLI MCP

Enables AI code reviews through the CodeRabbit CLI by exposing a run_review tool that executes CodeRabbit with full flag coverage for analyzing committed, uncommitted, or all changes in a repository.

instagit

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

Claude Code Gemini MCP

Enables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

Một máy chủ MCP cung cấp dữ liệu GitHub theo thời gian thực cho các LLM, giúp nâng cao khả năng phát triển phần mềm của chúng.

test

test

hummingbot-mcp

Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

AllRatesToday MCP Server

Real-time currency exchange rates for 160+ currencies from Reuters/Refinitiv. 4 tools, stdio transport.

OpenAI MCP Example

Dự án này trình bày cách sử dụng giao thức MCP với OpenAI. Nó cung cấp một ví dụ đơn giản để tương tác liền mạch với API của OpenAI thông qua máy chủ và máy khách MCP.

AWP MCP Server

Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Chart Library

Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings reactions, correlation shifts, scenario analysis, and more. Returns what happened historically when charts looked like this — compliance-safe

Smartlead MCP Server

Smartlead MCP server.

Medium MCP Server

A browser-based solution that enables programmatic interaction with Medium's content ecosystem despite API deprecation, allowing publishing, retrieving, and searching Medium articles through Claude integration.

Remote MCP Server on Cloudflare

Máy chủ my-mcp (không cần xác thực)

datadog mcp

for tracing and monitoring

MCP Translation Text

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

Bun SSE Transport for MCP

Cho phép giao tiếp thời gian thực giữa máy khách và máy chủ bằng cách sử dụng Server-Sent Events (SSE) cho Giao thức Ngữ cảnh Mô hình, được xây dựng đặc biệt cho môi trường thời gian chạy JavaScript Bun.