Discover Awesome MCP Servers

coolify-mcp

Fleet-level MCP server for Coolify that supports multiple instances and teams from one connection, with full REST API coverage and cross-instance search.

caseware-ai-procurement-knowledge-platform

Enables AI assistants to retrieve, search, and compare procurement documents using hybrid retrieval and MCP integration.

Getting Started with Create React App

用于 MCP 服务器测试的 React 应用程序

multimodal-mcp

Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the ability to process images by automatically converting them to text descriptions using a vision model, so that text-only LLMs can handle image-based queries.

Light DevOps MCP Server

Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

safemap-uv-index-mcp

This MCP server provides UV index information for South Korean cities and districts, sourced from the Ministry of the Interior and Safety's living safety map, enabling filtered lookups by region and returning index values with occurrence times.

Tribunal TRT1: Consulta Processual

Enables querying labor court proceedings from TRT1 (Tribunal Regional do Trabalho da 1ª Região) directly from AI assistants, with read-only access and prepaid credit billing.

SQLite MCP Server

A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UPDATE, DELETE) and table management through a standardized interface with SQLite databases.

gongsi-mcp

MCP server for Korean Fair Trade Commission (공정위) corporate group disclosure compliance. It assists disclosure officers with determining disclosure obligations, calculating deadlines and fines, self-checking submissions, and finding precedents using DART and the FTC corporate group portal.

google-analytics-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant Center (GMC) integration for Claude Desktop and other MCP clients.

GitLab MCP

Exposes the GitLab REST API to MCP clients for managing projects, issues, merge requests, repositories, and CI/CD pipelines. It is multi-tenant, allowing each user to authenticate with their own token and instance URL.

cn-financial-mcp

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

simliverse-mcp

Provides a unified MCP server for the SimLiverse Physical AI Platform, enabling LLM copilots to access Isaac Sim knowledge via NVIDIA NIM and execute/control simulation through a TCP socket.

Apple Health MCP

Local-first MCP server that reads Apple Health export files (export.xml/zip) and exposes activity, sleep, HRV, and workout data to AI agents, keeping all data on your machine.

Google Workspace MCP

Enables interaction with Google Sheets, Docs, Slides, and Drive through a remote MCP server hosted on Cloudflare Workers, with OAuth authentication and Claude-native connect.

attest-mcp

MCP server for Spazio Genesi's attestation service that enables AI agents to attest, verify, and check digital works with full privacy, as file bytes never leave the device.

grantconnect-au

Enables searching and analyzing Australian Commonwealth grant opportunities and awarded grants from grants.gov.au, including recipient lookups and coverage checks.

SIMPA

SIMPA is a Model Context Protocol (MCP) service that learns from every interaction to continuously improve prompt quality. It remembers what worked, refines what didn't, and automatically selects the best prompts for any situation.

Freeplay MCP Server

Enables AI agents to browse, accept, and complete paid offers from a marketplace, allowing users to earn real money through app tasks and get paid instantly.

MSSQL MCP Server (Streamable HTTP)

Provides MCP tools to query and inspect Microsoft SQL Server databases via a Streamable HTTP transport, including tools for running T-SQL queries, previewing tables, and retrieving schema context.

memory-quality-mcp

Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

Network MCP Lab

MCP server for executing show commands and managing Cisco IOS-XE network devices via async SSH using Scrapli.

@striderlabs/mcp-opentable

Enables AI agents to search restaurants, check availability, and book reservations on OpenTable, including managing booking history and handling multi-factor authentication.

VeChain MCP Server

Enables interaction with the VeChain blockchain network, providing access to documentation search, Thor REST API queries for accounts/transactions/blocks, and wallet management with cryptographic signing capabilities for both Mainnet and Testnet.

API Debugger MCP

Enables AI agents to inspect, test, validate, compare, and debug HTTP APIs through a structured toolkit, with features such as secret redaction, response contract validation, regression comparison, health checks, and incident investigation workflows.

Faust MCP Servers

A set of MCP servers that compile, render, or play Faust DSP code, enabling offline analysis, real-time playback, and browser-based audio processing.

Notion MCP Server

Auto-generated server that enables interaction with Notion's API through the Multi-Agent Conversation Protocol (MCP), allowing users to programmatically manage Notion workspace content through natural language.

chrome-mcp-bridge

An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 22 browser-automation tools to any MCP client, driving the official Claude Chrome extension via native messaging without requiring a claude.ai login.