Discover Awesome MCP Servers

memory-mcp-ce

Persistent semantic memory for AI agents using PostgreSQL and vector embeddings, enabling cross-session continuity and semantic search.

Airflow MCP Monitor

Provides read-only monitoring of Apache Airflow DAGs, including listing active DAGs, fetching recent runs, and analyzing execution history and performance metrics.

Loki MCP Server

Un servidor MCP (Protocolo de Contexto de Modelo) para Grafana Loki

MCP Proxy

Enables dynamic loading, hot-reloading, and orchestration of MCP servers without restarting Claude Code, allowing programmatic tool calling and workflow automation across multiple servers.

Vault MCP Server

Enables AI assistants like Claude to browse, search, and read data from an Autodesk Vault server by exposing its REST API operations as tools.

becu-mcp

An MCP server that provides read-only access to your BECU accounts via browser automation, enabling querying of account balances and transaction history conversationally.

edstem_mcp

An MCP server that allows AI assistants to access EdStem course discussion boards, including listing courses, fetching posts, searching, and retrieving thread details, with automated SSO login support for Georgia Tech.

MemoryMCP

A persistent memory MCP server specialized for Japanese, featuring hybrid search, Ebbinghaus forgetting curve, entity knowledge graphs, and a web dashboard for memory visualization.

ezd-puw-mcp

MCP server for the EZD PUW electronic document management system of Polish public administration, providing 91 tools covering the full API for documents, cases, correspondence, ePUAP, eDelivery, blockchain, and more.

mcp-server-unity

Enables AI assistants like Claude to interact with Unity projects programmatically, supporting project management, asset creation, and build automation.

@businessmaps/mcp

An MCP bridge server that allows AI tools to call functions and execute code directly within a web browser tab. It enables developers to register custom browser-side tools with full access to the DOM, web APIs, and local application state.

Hooktheory MCP Server

Enables AI agents to interact with the Hooktheory API for chord progression generation, song analysis, and music theory data retrieval.

doc-bot

Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framework documentation without token limits.

MCP Weather Server Demo

Fetches current weather information for any city using the Open-Meteo API through a simple MCP tool interface.

pagecast

Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg

spotify-mcp

This is a 93-tool Spotify MCP server for Claude, Cursor, and any MCP client. Smart shuffle, vibe analysis, natural language search, artist networks, and more.

AbletonMCP

A powerful MCP server that enables Claude Desktop to control Ableton Live for automated music production, specializing in techno and industrial music generation.

datagate-mcp

MCP server for the DataGate billing platform API, providing read-only tools to manage customers, invoices, products, agreements, sites, and payments.

Jira MCP Server

Provides AI models with full access to Jira Cloud functionality, enabling issue management, project tracking, sprint planning, and agile board operations through the Jira REST API v3 and Agile API 1.0.

Ketchup Draw MCP Server

Enables AI image generation through Ketchup AI with automatic prompt optimization and cloud hosting via URUSAI!, supporting multiple aspect ratios and proxy configuration for accessibility.

Claude Memory MCP Server

Enterprise-grade MCP server for persistent, intelligent memory management across Claude Code sessions.

MacroOracle

US Macro Economic Intelligence MCP — 8 tools for Fed rates, inflation, yield curve, labor market, GDP via FRED. Part of ToolOracle.

Discord Cloud MCP

Provides full Discord API access via the Model Context Protocol, allowing users to manage servers, messages, channels, and webhooks through MCP clients. It is specifically designed for deployment on Cloudflare Workers to facilitate remote bot control.

image-relay-mcp

Enables image generation and editing via third-party relay services. Returns local file paths and Markdown display hints.

xbridge-mcp

MCP server for xAI Grok API with 19 tools for chat, web and X search, session management, tool chaining, image and video generation, and documentation.

MCP TypeScript NASA Server

Provides seamless integration with NASA's public APIs, enabling AI assistants to access space and astronomy data including APOD, Mars rover photos, Near-Earth Objects, space weather events, and Earth imagery.

Twilio WhatsApp FastMCP Server

A simple server that enables AI models to send WhatsApp messages via the Twilio API by exposing a send\_whatsapp tool through the FastMCP framework.

Learning Path Generator

A Streamlit-based web application that generates personalized learning paths by integrating with YouTube, Google Drive, and Notion services through the Model Context Protocol.

Hyperliquid MCP Server v6

Servidor MCP v6 de Hyperliquid - Un servidor de Protocolo de Contexto de Modelo para interactuar con la API del exchange Hyperliquid.

circle-agent-stack-mcp

MCP server for Circle's Agent Stack. Create wallets, set spend policies, send USDC, and pay x402-priced endpoints — all from a tool call.