发现优秀的 MCP 服务器

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.

mcp-server-jupyter

用于 Jupyter Notebook 和 JupyterLab 的 MCP 服务器

Time Tools MCP Server

A Model Context Protocol server for time manipulation tasks, enabling AI models to get the current date/time and calculate duration between timestamps.

docdb-mcp

Resolves patent publication numbers to canonical DOCDB identifiers, providing inventor, publication date, and family ID.

mcp-gitignore

Enables listing and fetching .gitignore templates from GitHub's gitignore repository, and composing combined templates.

sbe-agent

Enables users to chat with an LLM agent that creates and reads Word, Excel, PDF, and JSON files, and accesses databases (letters, documents, LIMS) according to user permissions.

gmod-mcp

MCP server for Garry's Mod enabling RCON command execution, Lua scripting, window control, screenshots, and SFTP file management.

mcp-sec-xbrl

Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natural language.

yt-dj-mcp

Syncs YouTube Music liked songs, analyzes them for DJ metadata like BPM and key, and enables creating playlists from previews.

AI Cloud Memory

Enables AI clients to access a shared, authenticated memory and project management system with durable storage, task tracking, roadmaps, and semantic search, deployed on Cloudflare.

Memory-Man

MCP server that provides persistent long-term memory for Claude Code, enabling storage, search, and retrieval of project knowledge across sessions.

@superpms/jarvis-remote-hand-mcp

Enables AI agents to remotely control multiple devices registered to the same account, executing system commands via the Remote Control Assistant desktop bridge.

hubdocs

Indexes and validates architecture documentation hubs, enabling agents to query IDs, dependencies, orphans, and broken links without loading the full doc tree.

Anchord MCP

Anchord MCP is a hosted remote MCP server for AI agents that need canonical identity resolution and safe write evaluation across customer systems. Resolve companies and people to canonical AnchorIDs, inspect linked records and target-system coverage, and evaluate whether a proposed write should be allowed or blocked. Read-only by design.

mining-rights-daily-agent

Generates structured Chinese Markdown briefs on mining topics by orchestrating three MCP tools for news, resource data, and price information.

mcp-figma

具有完整 API 功能的 Figma MCP

YetAnotherUnityMcp

一个 Unity 主控协议实现，它允许 AI 代理控制和与 Unity 交互，使它们能够通过基于 WebSocket 的通信系统执行代码、查询编辑器状态、修改游戏对象以及捕获屏幕截图。

MCP Server Reddit

一个服务器，允许通过公共 API 与 Reddit 互动，从而能够通过模型上下文协议浏览首页帖子、检索子版块详情以及阅读帖子评论。

negative-results-mcp

Negative results intelligence for drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens, antibody developability failures, and more — each result carrying full provenance (source database, DOI/PMID, license)

UI Perception Engine

Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.

browser-dvr-mcp

Records every browser session (screen, DOM, network, console, storage) and enables time-travel debugging to rewind and analyze failures.

glm-vision-mcp-server

Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision model, supporting local files and URLs with customizable prompts.

minimal-gdocs

A minimal MCP server for creating and updating Google Docs from markdown.

Zoho Mail MCP Server

Enables AI assistants to manage Zoho Mail accounts, including sending/receiving emails, folder and label management, organization administration, and productivity tools like tasks and notes.

ai-trends

Provides access to the latest AI trends by querying Google News RSS and Hacker News API, enabling AI assistants to retrieve real-time trending topics.

RAG Documentation MCP Server

提供通过向量搜索检索和处理文档的工具，使 AI 助手能够使用相关的文档上下文来增强其响应。

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

MQL5 EA MCP Server

A local MCP server for querying MQL5 documentation, including reference, algo book, and neural networks book, with tools for search, smart query, error diagnosis, and browsing.

facebook-mcp

Enables posting and managing content on Facebook Pages via Meta Graph API v21.0, with 10 tools for page operations.