Discover Awesome MCP Servers

memory-bank-loader-mcp

这是一个 MCP 服务器，用于一次性检索内存库目录中的所有文件。其目的是减少加载内存库时 AI 工具的调用频率，从而节省时间和金钱。

mcp-clevelandart

Enables querying the Cleveland Museum of Art's open access API to search artworks by filters like type, artist, and CC0 status, retrieve details by accession number, find creators, and explore exhibitions.

Alko MCP Server

Provides AI assistants with access to Finland's Alko alcohol product catalog, enabling product search across 11,900+ items, store availability checks, Vivino ratings lookup, and personalized recommendations based on food pairings and preferences.

notion-autopilot

Turns Notion task databases into an intelligent task management system with automated daily standups, overdue alerts, session summaries, and bulk task operations.

ssh-mcp-server

Enables remote server management via SSH, including executing commands, managing persistent interactive sessions, and transferring files over SFTP.

DWD MCP Server

Provides access to German Weather Service (DWD) data via the Bright Sky API, including current conditions, forecasts, and official weather alerts. Users can retrieve weather information and locate stations using either city names or geographic coordinates.

Last.fm MCP Server

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

cvi-mcp

MCP server that makes the CVI Platform a native tool for AI assistants, enabling stock screening, company analysis, and point-in-time research via natural language.

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

MCP Enterprise Demo - Gestion Commerciale

Enables AI assistants to interact with a commercial management system through controlled capabilities for querying orders, analyzing invoices, summarizing customer activity, and creating orders, with role-based access control and audit trails.

Railway OpenWebUI MCP Server

Enables deploying, managing, and monitoring OpenWebUI instances on the Railway platform via natural language commands.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

RPG Maker MZ MCP Server

A stable, well-tested MCP server that lets AI assistants create and edit RPG Maker MZ projects through natural language.

jira-mcp

MCP server for fetching Jira issue data via the Jira API.

xiaozhi-mcp

A versatile MCP server framework that enables AI capabilities like remote control, calculations, and email operations via multiple transport types. It supports stdio, SSE, and HTTP protocols for seamless integration between language models and external systems.

OpenCodeHub MCP Server

Provides code intelligence for AI coding agents by indexing repositories into a hybrid knowledge graph, enabling agents to query dependencies, impact, and context through 28 MCP tools.

Playwright MCP Docker Environment

这个项目提供了一个 Docker Compose 环境来运行 '@playwright/mcp' 服务器。

Perplexity MCP Server

Enables web search functionality through Perplexity AI's API with time-based filtering options. Allows users to search the web for recent information within specified time periods (day, week, month, or year).

Liquipedia MCP

Provides MCP tools to query Liquipedia esports data (matches, teams, players, tournaments, placements, standings) via the Liquipedia v3 API and MediaWiki action API.

Google Search Console MCP Server

Provides AI agents with read-only access to Google Search Console data, including search analytics, index coverage, and sitemap status. It enables users to query clicks, impressions, and ranking performance or check URL indexing status through natural language.

chrome-devtools-mcp

Lets coding agents control and inspect a live Chrome browser via the Model-Context-Protocol, providing advanced browser debugging, performance insights, and reliable automation.

Simple MCP Server - Learning Edition

A minimal, well-commented MCP server designed to teach how MCP servers work, with example tools like adding numbers, formatting text, and getting the current time.

Lumen Resto MCP

Enables restaurant reservation management and schedule checking through Supabase with multi-tenant support. Designed for WhatsApp and phone agents to verify opening hours, create reservations with automatic table assignment, and handle multiple restaurants from a single server.

backlog-mcp

Syncs Backlog issues to local markdown files for management within MCP-compatible editors like Cursor or Claude Desktop.

mcp-rae

Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.

web-data-mcp

An MCP server that runs Apify scraping actors with quality-gated validation, scoring, and retries, returning embedding-ready chunks for AI agents.

MCP Enterprise Tool Gateway

Governed MCP server for bank-grade agent tool access with RBAC, PII redaction, rate limiting, and audit logging.

skypilot-mcp

MCP server for SkyPilot that lets LLMs manage cloud clusters, jobs, and storage through the Model Context Protocol.

eodiseobwa-mcp

Recommends fair and enjoyable meeting places for group gatherings by balancing travel distance equity and nearby amenities like restaurants, cafes, and cultural facilities.