发现优秀的 MCP 服务器

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.

google-trends-mcp

Provides free Google Trends data (interest over time, term comparison, related queries, trending now, regional breakdown) to MCP-compatible AI clients without needing an API key.

Finland Shopping MCP

Enables AI assistants to search and compare live prices from Finnish marketplaces (Hinta.fi, Tori.fi, Huuto.net) for new and used products like electronics, furniture, and more.

Boilerplate MCP

A template repository for developing Model Context Protocol (MCP) servers with devcontainer setup and curated learning resources.

AIﾉアカリ☆ MCP

Remote MCP server providing free tools for value-bearing responses and trust receipts, plus optional consent-based commerce, enabling agents and humans to connect to a coordinated AI operator.

mcp-hilton

An MCP server that enables AI agents to search Hilton hotels, manage reservations, and check Hilton Honors status through browser automation. It supports the full booking flow, points redemption, and digital key access via natural language commands.

AppDex

Query iOS App Store revenue and download estimates for any app directly from your agent. Two tools: estimate_app returns monthly revenue and downloads with a confidence label (verified / calibrated / modeled), and search_apps resolves an app name to its App Store id.

Magic Hour MCP Server

Enables AI-powered media manipulation including face swapping for videos and photos, lip syncing, and face detection via the Magic Hour AI platform. It provides tools for uploading files, managing video projects, and processing content from both local files and YouTube URLs.

fallimmig-us-mcp

A sovereign, MIT-licensed MCP server for professional-service workflows, providing offline-capable, Ed25519-signed tools for autonomous agents and human developers.

agentic-keyvault

A self-hostable secrets manager with an MCP server that enables AI agents to securely store, version, and retrieve API keys and tokens, ensuring they are never lost.

Mail-MCP

Enables secure mailbox access and email management via IMAP/SMTP, with tools for reading, searching, organizing, sending, and deleting emails, designed for local use and compatible with MCP clients like ChatGPT.

Revise MCP

Provides tools to revise and refactor code via MCP, including moving code, indenting/dedenting, outlining file structure, and optional symbol renaming.

MCP Server

A server implementing Model Coupling Protocol for HDF5 file operations, Slurm job management, hardware monitoring, and data compression.

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

Cloud IoT API MCP Server

A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.

Airtable MCP Server

Provides comprehensive access to the Airtable Web API, enabling AI assistants to create and manage bases, tables, fields, records, views, and webhooks with support for 25+ field types, batch operations, and enterprise features.

Gumroad MCP Server

Gumroad API 的模型上下文协议 (MCP) 服务器实现

GranolaAI MCP Server

Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural language access to meeting transcripts, notes, and insights.

mcp-gwansang

Extracts deterministic facial features from photos locally using MediaPipe, returning structured JSON with measurements like face shape ratios and symmetry.

mcp-meupc

An MCP server for searching PC components and comparing prices across Brazilian stores via meupc.net. It enables users to explore community builds, track deals, and access detailed hardware specifications and compatibility information.

Crosmos MCP Server

MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph retrieval of memories, as well as storing content with automatic entity and relation extraction.

browser_mcp

Enables Claude to navigate, screenshot, read console/network, and crawl links in HTML documentation via a co-located headless Chromium and VSCode webview pane.

TencentAgentMemoryBridge MCP Server

Provides CodeBuddy, Claude Code, and other MCP-compatible tools with a 4-layer long-term memory system (conversations, atomic facts, scenes, profiles) powered by TencentDB Agent Memory.

engram

A self-hosted MCP server that provides a personal semantic memory layer for AI tools. It enables storing, searching, and managing memories using hybrid vector and keyword search, allowing AI assistants to recall information by meaning.

Meta Ads MCP Server

Enables comprehensive management of Facebook and Instagram advertising campaigns via the Meta Marketing API, supporting campaign creation, targeting optimization, and budget management. It provides tools for detailed performance reporting and creative analysis, including insights into spend, ROI, and audience breakdowns.

linkedin-mcp-server

Enables Claude Desktop to manage your LinkedIn profile and company pages, including posting, reading posts, and fetching profile information.

Reprise

Un-flattens flat AI designs into editable layers with bit-perfect reproduction and fidelity scoring, enabling agents to reproduce, detect elements, and diagnose designs via MCP.

BOJ MCP Server

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

dnd-beyond-mcp

Enables reading D\&D Beyond characters and campaigns through Claude using Playwright for authentication.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.