Discover Awesome MCP Servers

mcp-sqlite

Enables AI agents to query and explore SQLite databases through schema inspection, arbitrary SQL execution, and predefined canned queries. Compatible with Datasette metadata for enriching database structure with descriptions.

Enhanced Dash MCP Server

An intelligent server that transforms local Dash documentation into a context-aware assistant for Claude, providing developers with seamless access to documentation while coding.

MemoVault

A personal memory system that provides AI assistants with long-term memory capabilities through semantic search and vector storage. It enables Claude Code to store, retrieve, and manage personal context and project preferences using flexible LLM backends.

Vibe Coding Documentation MCP (MUSE)

Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

LocalVoiceMode

A local voice interface providing high-performance speech recognition and natural text-to-speech with voice cloning capabilities. It enables AI assistants to speak, listen, and engage in character-based voice conversations through integrated MCP tools.

edge-tts

An MCP server integrated with Microsoft Edge's high-quality speech synthesis capabilities, supporting multilingual speech generation, audio merging, and cloud storage.

Moatless MCP Server

A Model Context Protocol (MCP) server for advanced code analysis and editing with semantic search capabilities, enabling AI assistants to perform complex code operations through a standardized interface.

rqbit Torrent Client MCP

Python wrapper & MCP server for the rqbit API

hive-mcp

Transforms idle LAN machines into a unified compute cluster for AI agents to offload CPU-intensive tasks like simulations and backtesting. It provides a broker-worker architecture that integrates with MCP-compatible tools to distribute workloads across a local network.

USCardForum MCP Server

Enables interaction with USCardForum, a Discourse-based community for US credit cards and points. Supports topic discovery, content reading, user research, forum search, and authenticated actions like notifications and bookmarks.

mcp-pkm-logseq MCP server

A fairly customizable MCP server for Logseq

F1 MCP Server

Provides comprehensive Formula 1 data access including race schedules, session results, lap times, telemetry data, driver/constructor standings, and circuit information. Enables users to retrieve and analyze F1 racing data through natural language queries using the FastF1 Python package.

Cloud Private Catalog MCP Server

An auto-generated MCP server that enables interaction with Google Cloud Private Catalog API, allowing users to manage private catalogs and services through natural language.

mcp-hydrolix

mcp-hydrolix

Google Forms MCP Server

谷歌表格 MCP 服务器 (Gǔgē biǎogé MCP fúwùqì)

Fetch API MCP Server

A Model Context Protocol server that enables sending customizable HTTP requests with support for various methods, headers, and data formats, returning parsed responses automatically.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

Magic UI MCP Server

A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.

Memory MCP Server

Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

Volume Wall Detector MCP

An MCP server that analyzes stock trading volume to identify significant price levels (volume walls), supporting features like order book data fetching, trade analysis, and volume distribution tracking.

Weather MCP Server

A simple demonstration server for the MCP Python SDK that provides weather alerts for locations, allowing users to query weather information through Claude Desktop or Cursor.

Insforge MCP Server

Enables AI agents to interact with Insforge backend-as-a-service platform through the Model Context Protocol, providing tools for database management, authentication, and storage operations.

Rebrandly MCP

This project implements a simple MCP server in Go that exposes a single tool (create_short_link) to generate short URLs using the Rebrandly API.

Gmail MCP Server

Enables comprehensive Gmail management including sending, reading, and organizing emails, managing labels, drafts, threads, and configuring account settings through the Gmail API with secure OAuth2 authentication.

TypeScript Rename Helper

Provides compiler-grade TypeScript symbol renaming and file/directory move planning through the TypeScript Language Service, returning structured edit plans without modifying files.

Cloudflare Remote MCP Proxy

A template for deploying remote MCP servers to Cloudflare Workers without authentication using the Server-Sent Events (SSE) protocol. It allows users to host custom tools and connect them to MCP clients like Claude Desktop through a local proxy.

Horizon MCP

An MCP server that exposes the Horizon content aggregation and analysis pipeline as a suite of modular tools. It enables users to automate fetching, AI-based scoring, filtering, background enrichment, and summary generation for various data sources.

Cashfree MCP Server

Enables AI tools and agents to integrate with Cashfree's payment services (Payment Gateway, Payouts, and SecureID) using the Model Context Protocol, allowing transactions and account management through natural language.