Discover Awesome MCP Servers

Specter MCP

Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.

MCP LLMS-TXT Documentation Server

Enables MCP host applications to retrieve and process structured documentation from user-defined llms.txt files. It provides tools to fetch specific URLs and audit the documentation context returned to the LLM.

Gmail MCP Server

This is an auto-generated Model Context Protocol server that enables interaction with Gmail API, allowing applications to access and manipulate Gmail data through structured operations defined in the OpenAPI specification.

MCP Crypto Wallet EVM

Memberikan Claude akses ke operasi blockchain Ethereum dan yang kompatibel dengan EVM, memungkinkan pengelolaan dompet, penanganan transaksi, interaksi kontrak, dan kueri blockchain melalui bahasa alami.

tenth-man-mcp

Adversarial review system that spawns three independent contrarian reviewers to catch issues before AI coding agents execute critical changes.

FinClaw

MCP server that provides AI agents with financial tools including real-time quotes, backtesting, technical analysis, and multi-exchange data via a simple CLI interface.

Perfetto MCP

Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

MCP-Serve 多语言翻译服务

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Blockchain MCP Server

A Model Context Protocol server providing Ethereum blockchain tools, including vanity address generation and Cast command functionality for interacting with Ethereum networks through natural language.

karellen-jdb-mcp

Enables LLMs to debug Java applications using JDB, supporting breakpoints, stepping, expression evaluation, thread analysis, and more.

Sage MCP

A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/API key authentication for 23+ services, enabling integration with Claude Desktop and other clients via a web interface and CLI.

node-red-mcp-server

Model Context Protocol (MCP) server for Node-RED — allows language models (like Claude, GPT) to interact with Node-RED through a standardized API.

Crypto Price & Market Analysis Server

Server Protokol Konteks Model (MCP) yang menyediakan analisis mata uang kripto komprehensif menggunakan CoinCap API. Server ini menawarkan data harga waktu nyata, analisis pasar, dan tren historis melalui antarmuka yang mudah digunakan. Diperbarui untuk menggunakan Coin Cap API v3.

knowledge-mcp

语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。

Wordware MCP

A Model Context Protocol server that bridges AI assistants like Claude with Wordware's specialized agent capabilities, allowing dynamic loading and access to any Wordware flow through a standardized interface.

NYTimes Article Search

Ini adalah server MCP berbasis TypeScript yang memungkinkan pencarian artikel New York Times dari 30 hari terakhir berdasarkan kata kunci.

Maverick MCP Server

An MCP server that enables Amazon Q CLI users to create, query, and manage Maverick sites through natural language commands.

Env Validator

An MCP (Model Context Protocol) server that inspects your local development environment and reports missing dependencies, version mismatches, and misconfigured environment variables to any MCP-compatible AI assistant. Works with Claude Desktop, Cursor, Gemini CLI, and any other client that supports stdio-transport MCP servers.

mcp-gtm-suite

GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, and a combined signals aggregator. Built for outbound sales workflows.

websearch-mcp

Enables web searching via SearXNG, page content extraction with Crawl4AI, and image analysis using vision language models. It provides AI agents with tools for information synthesis and web-based data retrieval through OpenAI-compatible LLM endpoints.

Database Bridge MCP Server

Enables secure database interactions with MySQL, PostgreSQL, and SQLite through granular permissions, multi-database support, and cloud-ready SSL/TLS connections. Supports read-only modes, schema-specific permissions, and transaction management for safe database operations.

Feishu MCP Server

A zero-configuration MCP server enabling AI assistants to interact with Feishu (Lark) workspace through OAuth authentication, supporting document operations, content creation, and advanced file management.

Acemcp

Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.

AINative PRD Generator MCP Server

Generate production-ready Product Requirement Documents with full AINative platform awareness and persistent memory. Enables AI agents to create, validate, and manage PRDs using ZeroDB for cross-session storage and 18 tools including generation, templates, validation, and semantic search.

langchain-box-mcp-adapter

Contoh ini mengimplementasikan adapter Langchain MCP ke server Box MCP.

pyBTMCP

A BLE fitness device simulator that enables AI agents to control simulated heart rate monitors, treadmills, and cycling trainers via the Model Context Protocol. It integrates ESP32 firmware, an MQTT broker, and a FastAPI backend for comprehensive device management and real-time interaction.

http-4-mcp

Alat konfigurasi HTTP-4-MCP memungkinkan Anda untuk dengan mudah mengubah API HTTP menjadi alat MCP, tanpa perlu menulis kode. Melalui operasi antarmuka yang sederhana, Anda dapat dengan cepat mengkonfigurasi mcp-server.

FireCrawl MCP Server

Implementasi server Model Context Protocol (MCP) yang terintegrasi dengan FireCrawl untuk kemampuan *web scraping* tingkat lanjut.

buchpilot-mcp

MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.