Discover Awesome MCP Servers

Squad AI

Squad AI

NotebookLM MCP

Enables AI assistants to interact with Google NotebookLM, allowing notebook management, source ingestion, deep research, and content generation directly from the terminal or IDE.

ClipSnap

MCP server that gives Claude Code reliable access to clipboard images and screenshots, fixing broken paste in iTerm2.

IP-MCP

Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.

Data.gov.my MCP Server

Provides seamless access to Malaysia's official government data catalogue, enabling developers to discover, explore, and fetch datasets from the Malaysian government's open data platform through a simple, unified interface.

Greenhouse MCP Server

A server implementation that enables interaction with Greenhouse's recruitment and applicant tracking system through Model Context Protocol, providing tools for job listings, candidate management, application filtering, and stage transitions.

LADU ADU Tools

LA County ADU buildability checks, zoning rules, permit trends, and cost estimates — free, no auth.

MCPDischarge

A cross-department MCP server system for hospital discharge coordination, enabling EHR, Pharmacy, and Billing interoperability with RBAC and PHI boundary enforcement.

skill-ninja-mcp-server

Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

precision-math-mcp

Provides LLMs with accurate mathematical computation through a real calculator powered by math.js, offering tools for arithmetic, algebra, calculus, unit conversion, and more.

Alpaca MCP Server

Enables large language models to interact with Alpaca's trading infrastructure using natural language, supporting stock/options trading, portfolio management, watchlist handling, and real-time market data access.

fal-ai-mcp-server

An MCP server that gives Claude access to fal.ai generative AI models for images, videos, audio, and 3D content generation and editing.

Project Tracker MCP Server

MCP server for managing hierarchical project tracking with PostgreSQL. Enables AI agents to create, read, update, and delete projects, epics, stories, summaries, status updates, context, and issues.

knowledge-base-server

A persistent memory system that captures, classifies, synthesizes, and retrieves knowledge for AI agents, turning raw information into refined, retrievable knowledge that compounds intelligence over time.

🦊 MCPBench: A Benchmark for Evaluating MCP Servers

The evaluation benchmark on MCP servers

Sse Mcp

MCP server with SSE protocol

MCP Weather Server

Provides real-time weather information and 5-day forecasts for cities worldwide using the OpenWeatherMap API. Supports bilingual queries (Chinese and English) with comprehensive weather data including temperature, humidity, and wind speed.

SEO Crawler MCP

A comprehensive website crawler and SEO analyzer that stores site data in a local SQLite database for AI-driven auditing. It enables users to detect technical SEO issues, broken links, and security vulnerabilities through natural language queries or terminal commands.

TongXiao Common Search MCP Server

A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.

CVE Risk MCP Server

Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vulnerabilities (KEV) data and CVSS metrics. It helps users prioritize patching efforts by ranking vulnerabilities based on exploitation status and calculated risk scores.

graph-polymarket-mcp

An MCP server that enables querying Polymarket prediction market data through The Graph subgraphs. It provides tools for accessing market stats, trader P\&L, user positions, and orderbook activity using AI agents.

kanban-mcp

Transforms Claude into an autonomous development team with architect, agent, and QA roles, enabling automated sprint execution, task management, and continuous learning.

Omics AI MCP Server

Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.

saveformedearai

MCP server for uploading, listing, and retrieving files on S3-compatible storage (AWS S3, DigitalOcean Spaces) with public/private access and temporary URLs.

WinDbg GUI MCP Server

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

Konect Database MCP Server

Enables querying MongoDB collections from the Drivio application using Mongoose models, with support for filters, sorting, pagination, and population.

MITRE ATT&CK MCP Server

Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\&CK Navigator layer generation for threat analysis and visualization.

Slack-MCP

A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.

MCP Voice/Text-Controlled Q-SYS Demo

AI-powered system that enables voice and text control for Q-SYS audio systems using OpenAI Agents SDK and Model Context Protocol.