发现优秀的 MCP 服务器

AI Document Assistant MCP Server

Enables document Q&A, summarization, keyword extraction, and Wikipedia lookup through MCP tools, using RAG with FAISS and Ollama.

excalidraw

Provides tools for creating, deleting, and querying nodes and edges in Excalidraw diagrams, enabling diagram editing via LLM interfaces.

duo-mcp

MCP server for the Cisco Duo Admin API, enabling management of Duo MFA, users, groups, devices, policies, and more via 160 tools across 20 categories.

MCP Server Basic Example

Basic MCP server demonstrating tools for arithmetic operations (add, subtract) and a personalized greeting resource.

robotframework-mcp

Enables generating Robot Framework test cases with SeleniumLibrary, creating page object models, and performing performance monitoring through natural language.

ros2_dev_mcp

An MCP server for ROS 2 development that enables controlled creation of workspaces, packages, nodes, launch files, and tests within a sandboxed directory, with secure filesystem boundaries.

MCP Demo - Document Search Server

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

Big Brain MCP - Mantle Network Stats Server

使用 Vercel 免费托管 Minecraft 服务器 (MCP) 并不直接可行。 Vercel 主要用于托管静态网站和无服务器函数。 Minecraft 服务器需要持续运行的服务器环境，这与 Vercel 的设计理念不符。 Vercel 的免费套餐也有资源限制，无法满足 Minecraft 服务器的需求。 **总结：Vercel 不适合托管 Minecraft 服务器。** **替代方案：** 虽然不能用 Vercel，但你可以考虑以下替代方案： * **免费 Minecraft 服务器托管服务:** 有一些免费的 Minecraft 服务器托管服务，但通常资源有限，性能可能较差，并且可能包含广告。 搜索 "free minecraft server hosting" 可以找到一些选项，但请务必仔细阅读他们的条款和条件。 * **云服务器 (Cloud Server) 的免费试用或低价套餐:** 一些云服务提供商，如 Google Cloud Platform (GCP), Amazon Web Services (AWS), 和 Microsoft Azure，提供免费试用或低价的虚拟机 (VM) 实例，你可以用来托管 Minecraft 服务器。 你需要自己配置和管理服务器。 * **租用 VPS (Virtual Private Server):** VPS 提供比免费托管服务更好的性能和控制权，但需要付费。 有很多 VPS 提供商提供相对便宜的套餐。 * **本地托管:** 如果你有一台闲置的电脑，你可以将其设置为 Minecraft 服务器。 这需要一定的技术知识，并且你的电脑需要一直开机。 **重要提示:** 无论你选择哪种方案，请务必注意服务器的安全，并定期备份你的 Minecraft 世界。 希望这些信息对你有所帮助！

Gmail MCP Server (Powered by LIAM)

Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google OAuth infrastructure. It supports searching, listing, and retrieving emails, threads, and labels using standard Gmail query syntax.

MCP Server for Squadcast

为 Squadcast 个人使用搭建 MCP 服务器

google-workspace-mcp-server

MCP server for Google Workspace APIs - Docs, Sheets, Drive, Gmail, and Calendar. Enables reading, creating, and editing Google Docs and Sheets, managing comments, reading emails, and viewing calendar events.

vrr-mcp

Provides VRR public transit data as MCP tools for Claude, enabling departure board lookups, trip planning with optional via stops, and disruption overviews.

MCP SSH Orchestrator

Provides policy-driven, auditable SSH access to server fleets for AI assistants with zero-trust security controls, command whitelisting, and comprehensive audit logging to safely manage infrastructure.

MCP Server Railway Starter

A starter template for deploying a remote MCP server with OAuth 2.1 authorization, dynamic client registration, and a PostgreSQL database. Includes example tools for notes and whoami.

MCP JSON Navigator

Enables efficient navigation and search of large JSON files (>10MB) through intelligent path exploration and fuzzy search capabilities, designed to save tokens by avoiding loading entire files into context.

DeepSeek-Claude MCP Server

通过整合 DeepSeek R1 的先进推理引擎，增强 Claude 的推理能力，从而能够以精确和高效的方式处理复杂的多步骤推理任务。

Tesla MCP Server

An MCP server that connects to the Tesla Fleet API, allowing users to control vehicles and retrieve real-time status updates through Claude and other AI assistants. It supports functions such as waking up vehicles, viewing detailed vehicle information, and debugging via both stdio and HTTP/SSE transports.

UnSplashX

An MCP server for the Unsplash API that enables searching, downloading, and inserting high-quality images with automatic photographer attribution into local projects.

Flux MCP Server

Enables AI agents to create, update, list, and delete tasks on a Kanban board via the Model Context Protocol, supporting multi-project management and real-time collaboration.

Crude Code MCP Server

An oil & gas data-analytics MCP server that enables guarded SQL queries, well valuation, and map rendering within chat apps.

Student Founder Governor MCP Server

Acts as a governance layer for student founders, enabling time capacity management, plan validation against hard constraints, and decision logging to prevent overcommitment and build an audit trail.

ebpf-mcp-tracer

Enables LLMs to safely write and run bpftrace scripts against the Linux kernel for observability, with explicit probe allowlists and execution timeout.

Brave Deep Research MCP

一个 MCP 服务器，通过使用 Puppeteer 提取完整的网页内容并探索链接页面来增强 Brave 搜索结果，从而使 AI 助手能够以可配置的深度执行全面的网络研究。

MCP Datastore Server

An MCP server that provides simple query capabilities for Google Cloud Datastore, allowing users to list kinds, retrieve entities, run basic queries with pagination, filter entities by equality, and count entities.

FlowNoter MCP Server

Enables saving AI conversation histories as clean, organized markdown notes with automatic filtering of thinking processes and tool execution details, timestamping, and customizable conversation turn limits.

mcp_argo_pipeline

MCP server to dispatch Argo WorkflowTemplates according to pipeline configurations, supporting multiple pipelines, authentication, and remote access.

wazuh-mcp-server

AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR for alert triage, threat hunting, compliance audits, and incident response through natural language prompts.

app.wishpool/slovenia-payments-mcp

Enables AI agents to accept payments in Slovenia (EUR) via Stripe-hosted checkout, supporting cards and digital wallets like Apple Pay and Google Pay.

MCP_repo

Enables teams to build custom MCP servers with AI agents, supporting tool definition and Gemini API integration.