发现优秀的 MCP 服务器

AgentVault MCP Server

Enables AI agents to manage secrets and credentials from a secure vault via MCP tools over stdio.

Celebration MCP

Provides short, generic celebratory messages for AI agents when tasks are completed, via a hosted Streamable HTTP MCP endpoint.

tiktok-live-studio-mcp

A local MCP server for Windows that lets stdio MCP clients control TikTok LIVE Studio via its Socket.IO protocol, providing tools for scenes, sources, audio, recording, and LIVE actions.

mcp_ngrok

Launches HexStrike AI with an ngrok HTTPS tunnel, starting a Flask API and MCP bridge for remote interaction.

symbiopulse

SymbioPulse is an MCP-first context layer for AI coding agents that builds persistent project memory from directory fingerprints, task-to-file synapses, DNA constraints, and reusable skills, exposing it through MCP tools.

opencode-image-mcp

MCP server that gives non-image-capable models like DeepSeek the ability to generate images using backends such as Qwen-Image, Seedream, and CogView, saving them locally and returning file paths instead of base64 data.

keynote-mcp

Apple keynote mcp for local editing

mcp-gdbmi

Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, and register analysis via natural language.

policy-rag-mcp-server

Enables natural-language question answering over Australian government policy documents with grounded, source-cited responses and a tool to list indexed documents.

mcp-eunomia

Eunomia MCP 服务器是 Eunomiaframework 的一个扩展，它将 Eunomia 工具与服务器连接起来。 它提供了一种简单的方式来编排数据治理策略（例如 PII 检测或用户访问控制），并将其与外部服务器无缝集成。

MCP_powerbi_TS

Enables interaction with Power BI Desktop models via the XMLA endpoint, providing specialized agents for DAX queries, table structure inspection and editing, and model relationship management.

Manticore Search MCP

Connect AI assistants to Manticore Search. Execute SQL queries, list tables, get schemas, and fetch documentation. Perfect for building RAG applications and search-powered AI agents.

Files-DB-MCP

一个本地向量数据库系统，通过消息控制协议为 LLM 编码代理提供快速、高效的软件项目语义搜索能力。

RStudio MCP Server

Enables AI assistants to deeply integrate with RStudio for environment management, code execution, project management, and package management.

hubspot-mcp

A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companies, quotes) to AI agents, enabling natural language queries.

MCP FactorialHR

A comprehensive MCP server that provides AI assistants with full access to FactorialHR to manage employees, teams, time off, projects, training, recruiting, and more, all with built-in safety guardrails.

Earth Engine MCP Server

Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.

LTS MCP Server

Provides Philippine License to Sell (LTS) verification data from official DHSUD records to LLMs. It enables users to search real estate projects, verify license validity, and check developer compliance through natural language queries.

Kraviona Admin MCP Server

Enables Claude to directly control the Kraviona.com admin panel, including blog posts, leads, messages, and more.

thruk-mcp

Enables natural language interaction with Thruk monitoring systems, allowing users to query hosts/services, schedule downtimes, acknowledge problems, and more via MCP-compatible clients.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Serves as a demonstration and educational project for building MCP servers with external API integrations.

MiAI_MCP

构建和集成 MCP 服务器的演示

@fluf/mcp

Enables AI agents to manage multichannel e-commerce inventory, list products, view orders, and raise support tickets across connected marketplaces via FLUF Connect, without per-marketplace API complexity.

@veeemlab/itglue-mcp

An MCP server for IT Glue that provides 56 tools for managing organizations, configurations, passwords, documents, flexible assets, contacts, locations, users, groups, attachments, related items, and bulk operations, with built-in rate limiting, caching, and security guards.

chrome-bookmarks-mcp

An MCP server that gives Claude read/write access to Chrome bookmarks for agentic reorganization, including tree analysis, folder proposals, batch operations with snapshots, deduplication, and dead-link detection.

Nightjar MCP Server

MCP server that wraps Nightjar's analytics API, enabling Claude Code to query events, funnels, dashboards, and metrics through natural language.

LearnFlow AI

AI-powered MCP server that transforms learning by finding best YouTube tutorials, generating personalized learning paths, and tracking progress for any tech skill.

devin-api-mcp

Provides full Devin API coverage via MCP servers, enabling programmatic management of sessions, knowledge, playbooks, secrets, schedules, and attachments, plus a documentation-only DeepWiki proxy.

Exegol MCP Server

Provides secure access to Exegol penetration testing tools for CTF competitions and red team learning. Enables AI assistants to perform web penetration testing, network reconnaissance, password cracking, OSINT analysis, and more for educational purposes.

AgentSync MCP Server

Provides MCP tools for AI coding agents to coordinate on shared repositories, enabling task claiming, conflict detection, and plan management in real-time.