发现优秀的 MCP 服务器

French Law MCP Server

Enables AI assistants to search and retrieve French legislation, case law, and EU law integrations from official sources via MCP.

FileSystem MCP Server

Provides selective filesystem access for AI agents in Visual Studio 2022+ environments, enabling directory traversal, file reading/writing, and validation of allowed directories.

Apache Airflow MCP Server

An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables, connections, and XComs.

mcp-caniuse

Provides browser feature support tables via tools like feature, search, list_browsers, and support, enabling AI agents to query caniuse data.

anylens

Turn any link — video, PDF, screenshot, or article — into cached, timestamp-anchored understanding agents can query through lenses (explainer, build spec, teardown, design tokens, production blueprint). Every claim carries the exact second or page it came from.

hpe-edgeconnect-mcp

MCP server that exposes HPE Aruba EdgeConnect Orchestrator SD-WAN infrastructure as LLM-callable tools for listing appliances, reading interface/tunnel/bandwidth state, and changing HPE SSE tunnel state.

Anki Model Context Protocol (MCP) Server

Enables AI assistants to directly manage Anki flashcards, decks, notetypes, tags, and media, with support for batch operations, searches, and deck exports via file-based input/output.

Canvas MCP Server

MCP server that provides tools to read UBC Canvas LMS data, including courses, assignments, announcements, submissions, and calendar, for use with Claude Desktop, Claude Code, or n8n AI agents.

Brewers almanack

A brewing knowledge MCP server — beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance for AI assistants.

sub2api-imagegen-mcp

Enables AI assistants to generate and edit images using a Sub2API API key, with local file saving and support for reference images.

Pyre MCP Server

Enables AI agents to read, create, update, delete, and manage burning desktop sticky notes, including a talk lane for bidirectional communication, through a local HTTP or stdio MCP interface.

Columbia MCP Server

利用模型上下文协议促进服务的部署和管理，重点关注高可用性、可扩展性和安全通信，并利用基于 Docker 的基础设施、Prometheus 和 Grafana 进行监控。

Exa MCP Server

Connect AI assistants to Exa's search capabilities: web search, code search, and company research.

Filesystem MCP Server

实现用于文件系统操作的模型上下文协议的 Node.js 服务器，允许 Claude 在指定位置读取、写入和操作文件和目录。

sourcesage

SourceSage is an MCP server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval.

Notion MCP Server

**Notion MCP 服务器** 是一个模型上下文协议 (MCP) 服务器的实现，它使 AI 助手能够与 Notion 的 API 进行交互。这个可用于生产环境的服务器提供了一整套工具。

jishics-mcp-server

Enables AI assistants to search, compare, and order corporate financial and tax service providers via natural language.

AIPickMyGame MCP Server

Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents to recommend games through natural language conversation.

Agent HQ

A local MCP server that enables direct, persistent communication between multiple Claude Code agent sessions through a secure messaging channel. It includes built-in guardrails to manage message exchanges and supports optional human monitoring via Telegram.

railway-mcp

An MCP server that exposes the Railway API as tools for Claude. Manage Railway projects, services, deployments, variables, environments, and domains directly from Claude.

Bilibili Comments MCP

Enables retrieval of comments from Bilibili videos and dynamic posts with support for pagination, sorting, and nested replies in both Markdown and JSON formats.

bitwarden-mcp

MCP server that exposes Bitwarden's Public API for organization member and vault group management, enabling inviting members and assigning them to vault groups. Supports stateless, multi-tenant authentication via gateway mode or env-based credentials.

mcp-android-emulator

Enables AI assistants to interact with Android devices and emulators via ADB, providing tools for screenshots, UI inspection, touch and text input, app management, and device control.

live-audio-intelligence-mcp

Enables real-time transcription and heuristic vocal stress analysis of live financial webcasts, providing an LLM with rolling transcripts and a stress score.

linkedin-mcp-server

An MCP server that posts PDF/carousel content to a personal LinkedIn profile via LinkedIn's official REST API. It handles OAuth and provides tools to upload documents and publish posts.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

MMAudio MCP

Enables AI-powered video-to-audio and text-to-audio generation using MMAudio's API. Create synchronized audio from video content or generate audio from text descriptions with configurable parameters.

Haft

Haft is an MCP server that enforces engineering discipline for AI-assisted software delivery, providing tools for problem framing, decision contracts, and commission-based execution harnesses.

MySQL MCP Server

Enables AI assistants to manage MySQL databases through natural language commands. Supports database operations, table management, data queries, and import/export functionality with built-in security features.