Discover Awesome MCP Servers

artifact-gauge-mcp

A local MCP server that inspects project artifact sizes and dependency manifest metadata, reporting summaries and largest files without exposing contents or versions.

fabric-lakehouse-mcp

A Model Context Protocol server for Microsoft Fabric that enables AI agents to query and analyze Lakehouse and Eventhouse data, and manage Eventstreams, using natural language through the MCP interface.

Postgres MCP Pro

An open source Model Context Protocol server for PostgreSQL that provides database health analysis, index tuning, query plan exploration, and safe SQL execution for AI agents throughout the development process.

SQL MCP Server

Exposes a SQLite database to AI assistants with structured, read-safe access. Includes five tools for schema exploration, querying, and sampling data.

Security Scanner MCP Server

Enables comprehensive vulnerability scanning using Nuclei scanner with support for single targets, network ranges, and cluster-wide security assessments with customizable severity levels and automated scheduling.

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries for merge requests, code reviews, discussions, pipeline tests, and job logs directly from chat.

Salestools Club

Salestools Club is a technical registry and audit of 300+ sales APIs and MCP servers.

SketchUp MCP Server

A Model Context Protocol server that enables Claude AI to interact directly with SketchUp, allowing for automated 3D modeling, woodworking joint creation, and component manipulation through natural language commands.

mcp-edgar-ux

Enables efficient SEC EDGAR filing access by saving filings to disk, returning file paths to avoid context overflow, and providing Bloomberg Terminal-style formatted output for selective reading and search.

MCP Code Mode

Universal Python code execution MCP server that lets LLMs write and run Python for any task, with auto-install packages, streaming output, and automatic file display.

Ravelry MCP Server

Ravelry API와 통합되어 AI 어시스턴트가 뜨개질 및 코바늘 도안을 검색하고 가져올 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

opencode-docs

Scrapes, stores, and searches documentation locally, enabling AI assistants to access and query documentation via MCP.

web-perf-mcp

MCP server that audits web pages using Lighthouse and Puppeteer to find performance bottlenecks and generate CPU profiles for optimization.

KotorMCP

MCP server for interacting with Knights of the Old Republic game installations, enabling resource discovery, inspection, and analysis for AI agents.

Payload MCP

Auto-generates MCP tools from Payload CMS 3.0 TypeScript type definitions, providing an HTTP endpoint for LLMs to generate Payload code.

RollingGo Hotel MCP

MCP server for searching, comparing, and booking hotels globally, with live rates and over 2 million properties, powered by DIDA.

ABAP Syntax Checker MCP Server

An MCP server that connects to SAP ERP systems via RFC to perform native ABAP syntax checking, enabling AI assistants to validate ABAP code without direct SAP GUI access.

MCP Medium Accelerator

A Claude Desktop MCP server that extracts and summarizes Medium articles from specified URLs, with support for Italian language summaries and local storage for future reference.

Snyk MCP Server

An MCP server that interfaces with the Snyk API to retrieve KPI data for your organization.

mcp-cnes

MCP server for loading and querying public data from the Brazilian National Registry of Health Establishments (CNES). It enables natural language searches for health facilities by municipality, CNES code, or state, along with statistics and data loading.

BBB Permeability Screening Agent

Enables prediction of blood-brain barrier permeability for drug molecules via machine learning, with molecule name lookup, plain-language explanations, similar drug search, and applicability domain checks. Exposes these as MCP tools and orchestrates them via a LangGraph agent.

Coin Railz MCP Server

Provides access to 41 micropayment-based services for blockchain analytics, trading signals, prediction markets, and financial sentiment analysis. It enables users to perform crypto-native tasks like auditing smart contracts, tracking whale alerts, and analyzing DeFi liquidity through natural language.

OffensiveSET

An offensive security dataset generator that creates high-quality, multi-turn penetration testing conversation datasets for fine-tuning security-focused LLMs. It enables users to generate realistic pentesting workflows featuring chain-of-thought reasoning, tool outputs, and over 45 diverse attack scenarios.

usa-npn-mcp-server

Enables querying and exporting phenology data from the USA National Phenology Network, including raw data, phenometrics, and mapping capabilities.

Processing MCP Server

An MCP server that enables AI assistants to create and run Processing sketches directly through natural language commands.

lanhu-design-mcp

MCP server for macOS that reads Lanhu designs, analyzes UI structures, and exports fine-grained design assets for multiple platforms.

mcp-recipe-shopping-list

Reads recipes from food.ru, searches products on magnit.ru, and compiles a shopping list with prices and direct product links.

mcp-screenshot

MCP server for taking Linux / Wayland screenshots via grim and slurp.

Weather MCP Server with Descope Auth

Enables real-time weather data streaming through a secure MCP server. Features authentication using Descope and can be deployed to Fly.io for remote access.

mysql-mcp-plus

A local STDIO MCP server for MySQL with multi-datasource support, providing tools to list datasources, test connections, and execute SQL with configurable roles and safety limits.