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Find the best MCP servers to give your AI agents external tools.

Browse a curated directory of MCP servers - connect your agents to APIs, databases, and external tools without wiring up each integration from scratch. Verified, scored, and ready to install.

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MCP Servers Database

Find the best MCP servers to give your AI agents external tools.

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12916 MCP servers

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mcp-n8n-builder
typescript

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

spences10/mcp-n8n-builder
83 stars
Memory Keeper
typescript

Provides persistent memory for Claude Code across sessions with channels, checkpoints, and search.

mkreyman/mcp-memory-keeper
82 stars
GTM
javascript

Provides a remote MCP connection to Google Tag Manager with OAuth and GTM API access.

stape-io/google-tag-manager-mcp-server
82 stars
Claudeus WP
typescript

Provides 145 WordPress management tools via MCP for content, media, taxonomy, users, health, and site configuration

deus-h/claudeus-wp-mcp
82 stars
MCP Advisor
typescript

MCP Advisor & Installation - Use the right MCP server for your needs

istarwyh/mcpadvisor
82 stars
Xiaohongshu
python

xiaohongshu-mcp-python是一个基于现代Python技术栈开发的小红书内容自动化发布工具,通过Model Context Protocol (MCP)协议为AI客户端提供强大的小红书操作能力。 项目核心功能包括小红书账户登录管理、图文内容发布、视频内容发布、内容搜索与获取、帖子详情查看以及评论互动等。支持多种图片格式(JPG、PNG、GIF)和视频格式(MP4、MOV、AVI),既可处理本地文件路径,也支持HTTP/HTTPS链接,为用户提供灵活的内容发布方案。 该工具特别适合内容创作者、营销人员和开发者使用,能够显著提升小红书内容发布的效率和自动化程度。通过标准化的MCP接口,用户可以轻松地将小红书操作能力集成到各种AI工作流中,实现智能化的内容管理和发布。

luyike221/xiaohongshu-mcp-python
82 stars
GitHub
typescript

a mcp server to manage github project's functionality

kunwarvivek/mcp-github-project-manager
82 stars
GitLab MR
javascript

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

kopfrechner/gitlab-mr-mcp
82 stars
Observable
python

Provides unified access to multiple observability data sources and tools via natural language and standardized MCP tool calls.

aliyun/alibabacloud-observability-mcp-server
82 stars
Shanghai Disney
typescript

Provides up-to-date Shanghai Disney ticket price and sale status data for 1-day and 2-day tickets via MCP.

syyuan14/sh-disney-mcp
81 stars
Keboola
other

Provides access to Keboola data sources, transformations, jobs, and workflows via AI agents and MCP clients.

keboola/mcp-server
81 stars
MCP Rust CLI Server Template
rust

Provides an MCP server interface for prompts, resources, and tools via a Rust CLI server.

linux-china/mcp-rs-template
81 stars
Excel
python

The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data.

yzfly/mcp-excel-server
81 stars
Memory LibSQL
typescript

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.

spences10/mcp-memory-libsql
81 stars
Codex Bridge
python

A lightweight MCP server bridging AI agents to OpenAI models via official CLI

elyin/codex-bridge
81 stars
MCP OpenAPI Server
typescript

OpenAPI specification MCP server.

reapi-com/mcp-openapi
81 stars
Docs
javascript

Turn any github repo to MCP server, and chat with code or docs

probelabs/docs-mcp
81 stars
Mureka
python

generate lyrics, song and background music(instrumental). Model Context Protocol (MCP) server.

skyworkai/mureka-mcp
81 stars
anki-mcp
javascript

A model context protocol server that connects to Anki through AnkiConnect

camdenclark/anki-mcp-server
80 stars
ToolsForMCPServer
javascript

Provides a GAS-based MCP server with ToolsForMCPServer for Gemini CLI to automate Google Workspace tasks.

tanaikech/toolsformcpserver
80 stars
MATLAB MCP Core Server
other

Controls MATLAB from AI apps by starting MATLAB, executing code, and validating MATLAB scripts.

matlab/matlab-mcp-core-server
80 stars
FAQ

Frequently Asked Questions

Common questions about MCP servers, the Model Context Protocol, and how to use this directory.

An MCP server is a program that connects an AI agent to external tools, data, or context using the Model Context Protocol (MCP), an open standard for tool integration. Instead of writing a custom integration for every tool, an agent that speaks MCP can connect to any MCP server to read files, query a database, browse the web, control a browser, or call an API. This directory lists MCP servers you can connect to clients like Claude Code, Codex, Cursor, and others.

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