发现优秀的 MCP 服务器

Universal Document Vector Search Service

This MCP server provides semantic document search and retrieval, enabling AI assistants to search documents, search categories, and retrieve category hierarchies using the Model Context Protocol.

Cross-System Agent Communication MCP Server

镜子 (jìng zi)

Redmine MCP Server for Cline

Enables interaction with Redmine projects and issues via the Cline VS Code extension, supporting project management and issue creation through the Model Context Protocol.

codewalk

AI-powered codebase intelligence tool that builds a dependency graph of a git repo for structural Q&A and pre-PR code review. It exposes MCP tools for blast radius, review sessions, and static analysis, running locally over stdio with no LLM or network dependencies.

apple-health-semantic-mcp

Query Apple Health export data with an LLM via a semantic layer that avoids common data traps, enabling accurate natural-language queries about health metrics. Optionally imports CPAP therapy data for correlation.

Google Trends MCP Server

Enables AI assistants to access Google Trends data for comparing keywords, discovering trending searches, and analyzing regional interest through natural language.

tavily-server MCP Server

Tavily MCP 服务器，适用于 Cline

travmaskinen-mcp

MCP server providing Nordic harness racing data (Swedish, Norwegian, Danish, Finnish) with upcoming races, startlists, betting pool percentages, and model-derived win probabilities for AI agents.

mcp-demo

一个使用 mcp-server 库的小型演示项目。

Notion MCP

Enables interaction with Notion via natural language, allowing page creation, calendar management, expense tracking, and custom tool integration.

SAP Commerce MCP Server

Enables coding agents to query and manage SAP Commerce (Hybris) instances via FlexibleSearch, Groovy, ImpEx, and type system browsing through the HAC console, with secure credential handling and multi-environment support.

PDF MCP Flow

Enables AI-driven PDF document processing including PDF to Markdown conversion, intelligent text and table extraction, image extraction, format conversion between PDF/Word/Markdown, batch processing, and fuzzy search - optimized for LLM context and RAG workflows.

code-sandbox-mcp

MCP server for E2B code sandbox, enabling creation, management, and execution of code in secure sandboxes using Python and shell commands.

TopicLake Insights FedPolicy

Federal Agency Rules and Executive Actions

gemini-notebook-mcp

Provides MCP server for interacting with Google Gemini Notebook, allowing users to authenticate via Chrome session and retrieve notebooks with full UTF-8 support.

Lexomni MCP

MCP server for local knowledge management with Markdown and PDF indexing using SQLite FTS5.

mcp-browser-server

A MCP server that gives AI assistants full browser control, enabling navigation, clicking, form filling, and screenshots via any MCP client.

doubao-seedream-mcp

封装豆包 Seedream 图像生成模型为 MCP 服务，支持文生图、图生图、组图及联网搜索生图，部署在 Cloudflare Workers 上

domain-check-mcp

MCP server for checking domain name availability across 500+ TLDs using RDAP with WHOIS fallback for specific TLDs.

7pace Timetracker MCP Server

Enables intelligent time tracking for Azure DevOps work items through natural language commands in AI assistants, integrating directly with 7pace Timetracker API for seamless worklog management and reporting.

laguna-pools-mcp

AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities

confd-mcp

An MCP server for the ConFd API that enables comprehensive management of museum and organization data. It allows users to search, create, update, and retrieve records, as well as manage logos through natural language commands.

apple-reminders-mcp

An MCP server that connects Claude Desktop to Apple Reminders on macOS via AppleScript.

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

safeagent-token-safety

Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, LP lock verification across 6 EVM chains. Score 0-100 with risk flags. ERC Token Safety Score standard.

Superset MCP Server

Enables AI to create and manage Apache Superset dashboards, including adding charts and native filters from datasets.

Implore MCP

Enables AI assistants to request human input through interactive GUI dialogs with quiz-style questions, supporting multiple choice and free-form responses for clarification, decisions, and knowledge extraction.

auto-skill-loader

Enables AI agents to auto-load a persistent skill library at session start, and provides proxy tools for MiniMax vision and web search that work around broken MCP stdio transports.

Instagram DM MCP Server

Enables sending and receiving Instagram Direct Messages, managing conversations, downloading media, viewing user profiles and stories, and interacting with posts through natural language in Claude.

Anki MCP Server

Enables interaction with the Anki desktop app for spaced repetition learning. Supports reviewing due cards, creating new flashcards, and managing study sessions through natural language commands.