Discover Awesome MCP Servers

Browser MCP

Enables AI applications to automate your existing browser using your logged-in profile. Provides fast, private browser automation that avoids bot detection by working with your real browser fingerprint.

JADX-MCP-SERVER

Um servidor de Protocolo de Contexto de Modelo que se conecta a um fork personalizado do JADX (JADX-AI) e permite que LLMs (Modelos de Linguagem Grandes) locais interajam com o código descompilado de aplicativos Android para assistência em engenharia reversa em tempo real.

GoodRx MCP Server

Enables AI assistants to search for real-time prescription drug prices, find local pharmacies, and retrieve discount coupons through the GoodRx service. It uses Playwright browser automation to provide drug comparisons and checkout details like BIN and PCN codes.

Bible MCP

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

sql-mcp

Formats SQL queries with support for 14 dialects, keyword casing, and tab width.

codemem

Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for OpenCode and Claude Code.

projscan

An MCP server that provides AI coding agents with AST-accurate, context-budget-aware codebase querying, safety gates, and team policy integration via structured tools and a local plugin layer.

MCP Server Kalshi

Um servidor MCP para interagir com os mercados de previsão da Kalshi.

GlitchTip MCP Server

Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and debug production errors. It enables users to list issues, retrieve event details, and perform guided triage of application errors through natural language.

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

Youtube-MCP

Production-grade Model Context Protocol server for YouTube intelligence. Extract, analyze, and automate insights from YouTube channels and videos using the official YouTube Data API v3. Built for AI agents, automation pipelines, and content intelligence workflows.

DCI MCP Server

MCP server for DCI API enabling AI models to extract and analyze DCI jobs, components, and topics, with integrations for Google Drive, Jira, GitHub, and Red Hat support cases.

YouTube Transcript MCP Server

Enables fetching, searching, and analyzing YouTube video transcripts in multiple languages using yt-dlp. Supports timestamp filtering, language detection, and transcript summaries with robust error handling for production use.

SOLVRO MCP - Knowledge Graph RAG System

Enables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.

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AkShare MCP Server

Provides access to historical financial data for US, Hong Kong, and A-share markets using the AkShare library. It returns formatted stock market data, including prices and trading volumes, in easy-to-read Markdown tables.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

xhs-mcp

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

DingTalk MCP Server

Enables Claude to interact with DingTalk workspaces to search for users, retrieve detailed employee information, and send private messages. It bridges the Model Context Protocol with DingTalk's internal enterprise APIs for seamless workspace communication.

Zerodha MCP Server

Enables natural language access to Zerodha trading accounts for retrieving portfolio holdings, positions, orders, funds, and real-time market prices. Supports secure authentication for Indian stock market trading operations via Claude, Cursor, and other MCP-compatible AI tools.

Home Assistant MCP Server (HA-mcp)

Enables AI assistants to interact with Home Assistant to control smart home devices, query entity states, and manage automations using natural language. It provides over 90 tools for comprehensive system management, including dashboard configuration, service execution, and automation debugging.

composer-trade-mcp

Enables MCP-enabled LLMs to create, backtest, and trade automated investing strategies (symphonies) on Composer, with tools for monitoring performance and adjusting portfolio exposure.

GitHub MCP Server

Enables AI agents to manage GitHub repositories, branches, issues, pull requests, releases, and actions through natural language.

docs2db-mcp-server

MCP server for semantic and hybrid search over RHEL documentation using docs2db RAG, with cross-encoder reranking and support for multiple MCP clients.

DigitalOcean MCP Server

A Model Context Protocol (MCP) server that provides programmatic access to DigitalOcean's API. This server exposes tools for managing droplets, Kubernetes clusters, and container registries through the MCP interface.