发现优秀的 MCP 服务器

Config Validator AI MCP

Config Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

MOP

A multi-agent orchestrator MCP server that enables LLM agents to collaborate on complex tasks by automating role assignment, inter-agent communication, and artifact integration. It provides tools for task decomposition, agent assignment, status tracking, code review, and result merging.

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.

gmod-mcp

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

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。

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)

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。

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.

Shared Memory MCP Server

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

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.

mcp-figma

具有完整 API 功能的 Figma MCP

minimal-gdocs

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

mcp-gitignore

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

mcp-sec-xbrl

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

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。

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.

hubdocs

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

datadabble-mcp

Enables Claude and other MCP clients to manage databases, fields, entries, visualizations, AI features, notifications, audit logs, and team accounts via natural language by wrapping the DataDabble REST API.

mcp-server-tasktracker

An MCP server that exposes the full Task-Tracker REST API as MCP tools, enabling AI agents to manage trackers, tasks, notes, checklists, and projects conversationally.

browser-dvr-mcp

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

Wireshark MCP

A Model Context Protocol server that integrates Wireshark's network analysis capabilities with AI systems like Claude, allowing direct analysis of network packet data without manual copying.

robo-cortex

Provides a git-aware knowledge base for AI coding agents to store and retrieve memories anchored to code changes, with automatic staleness detection.

HiveClaude

Coordinates multiple Claude Code agents to work collaboratively on projects with role-based task management, shared state, and automated code review.

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.

Basketball RL MCP Chatbot

An MCP chatbot server that answers questions about a Reinforcement Learning graduate project by dynamically selecting and calling structured tool functions to retrieve precise project data, including training rounds, hyperparameters, and infrastructure details.

MCP Filesystem Server

一个模型上下文协议服务器，提供与文件和文件系统安全且智能的交互，为处理大型文件和复杂目录结构提供智能上下文管理和高效的令牌操作。

AVA

Enables SAP Value Advisors to instantly generate prioritized recommendations for client pain points by leveraging historical cases, Next-Gen Ariba features, and VLM KPIs, producing structured analysis cards with effort, timeline, and benefits.

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.