Discover Awesome MCP Servers

Agentic AutoML Data Scientist MCP

An AI platform that automates the complete machine learning workflow using LangGraph agents and integrates with MCP servers for file, compute, and database operations.

domain-expertise-mcp

Injects structured professional domain expertise into AI agents, providing access to decision frameworks, workflows, terminology, and regulatory context across 24 professional domains.

MCPacer

An AI-powered running coach that connects Claude to your Strava data, providing personalized training plans, progress tracking, and coaching feedback through a web dashboard.

Self-Learning MCP

Enables AI agents to learn from their work by recording tasks, extracting patterns, detecting mistakes, and proactively surfacing insights, all using the agent's own model through a cooperative intelligence pattern.

pica

Enable seamless interaction with over 100 third-party platforms through a unified interface, powered by Pica. Execute platform actions directly, generate integration code, and manage connections securely without exposing secrets.

arpi-mcp

AI-powered ECG analysis server that accepts ECG images and returns AI-generated diagnosis reports.

flux-replicate-mcp

A simple MCP server for generating images using Flux models via the Replicate API.

MCP_repo

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

not-for-humans-mcp

Enables AI agents to inspect the public NFH protocol corpus, verify census status, and prepare bounded Ethereum wallet intents for claims and non-custodial market actions while never signing or submitting transactions.

rubyui-mcp

Provides AI assistants with access to RubyUI component library documentation, including listing components, fetching docs, searching, and getting installation/theming guides.

Social Analytics MCP Server

Enables Instagram and Facebook analytics via the Meta Graph API, offering account insights, media analytics, and post engagement data.

UserGate MCP

Offline-first Model Context Protocol server for UserGate public documentation, enabling search, retrieval, and operational workflow tools grounded in a local corpus.

mcp-frankfurter

Wraps the Frankfurter API to enable currency exchange rate queries and conversions through natural language.

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.

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.

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 Server Basic Example

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

NL Analytics MCP Server for Apache Druid

Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.

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！

nummeropslag

Enables AI agents to look up Danish phone numbers for operator, company (CVR), and spam/trust information using official open data.

Aerodrome Swap MCP Server

Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.

mcp-availability-server

Provides tools to check appointment availability and format call summaries via stdio MCP transport.

excalidraw

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

mcp-docs

Enables AI agents to search Nokia product documentation with hybrid BM25+vector search and return section-precise deep-link citations.

a207-report-mcp

Aggregates pediatric CKD patient data from multiple modules to generate unified timeline reports with structured sections, markdown summary, and overall status. Enables clinicians to obtain a comprehensive patient snapshot.

mcp_argo_pipeline

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

robotframework-mcp

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

mcp-metricool

Enables AI agents to interact with Metricool API for social media metrics, campaign data, and scheduling posts.

MCP Server for Squadcast

为 Squadcast 个人使用搭建 MCP 服务器