发现优秀的 MCP 服务器

trilium-mcp

MCP server for connecting ChatGPT Web to a TriliumNext knowledge base, enabling search, read, create, edit, rename, and move operations through the Trilium ETAPI.

Pyramid Solver MCP

Interactive 4x4 sliding puzzle solver with MCP tools to open the widget and solve puzzles via A* or IDA*, plus a browser mode.

CFO Cadastro MCP Server

Read-only MCP server for querying Brazilian Federal Council of Dentistry (CFO) registration data via a hosted API, requiring prepaid credits and supporting MCP-over-HTTP clients.

video-toolkit-mcp

A Model Context Protocol (MCP) server that provides comprehensive video tools: transcript retrieval, video downloading, and automatic subtitle generation using AI speech-to-text. Works with YouTube, Bilibili, Vimeo, and any platform supported by yt-dlp.

Estimaite MCP Server

Enables AI agents to perform construction takeoff and estimating from drawing PDFs, including upload, scale calibration, trade-based takeoff, pricing, and proposal export.

semantic-memory

Persistent memory with semantic search for Claude and MCP-compatible clients, storing context that survives conversations and can be retrieved intelligently.

site-sense

coding cli claude code/github copilot will be able to see context of browser/open tab instead of copying back and forth

phaedo-mcp

Enables AI agents to consult a user's cognitive fingerprint, returning calibrated proceed/clarify/escalate/decline signals with policy-based guardrails and real-time phone escalation.

parking-helper

Enables users to manage parking sessions, track expiration times, and retrieve real-time weather and location context via MCP tools and resources.

ArXiv MCP Server

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

gmail-mcp

Enables interaction with Gmail through MCP, supporting search, read, send, reply, forward, draft management, labels, and multiple accounts, deployed on Cloudflare Workers.

Claude Memory Server

Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.

MongoDB MCP

Feature-rich MCP server for MongoDB with multi-connection support, enabling users to interact with multiple MongoDB clusters simultaneously, perform CRUD operations, run aggregations, diagnostics, and more, all through natural language.

JustCall MCP Server

Enables integration with JustCall APIs through function calling for managing telephony and communication services. Allows users to interact with JustCall's phone system capabilities through natural language using secure API authentication.

Jina MCP Server

A lightweight MCP server that exposes the web_reader tool via r.jina.ai for reading web content.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud instances for comprehensive issue management including creating, updating, searching issues, managing comments, workflow transitions, and project metadata discovery. Supports JQL queries, user search, and custom field operations with secure API token authentication.

AIMFP

MCP server for the AIMFP paradigm, enabling AI assistants to manage functional programming projects with persistent database state, directive compliance, and task tracking via JSON-RPC tools.

Strapi MCP Suite

MCP server that exposes Strapi v5 content management, visual layout configuration, schema authoring, media uploads, and GraphQL testing to LLM clients via native Strapi API tokens with security hardening.

AI Tutoring RAG System

Enables personalized AI tutoring by allowing students to upload PDF/DOCX study materials that are processed and indexed for semantic search. Provides intelligent responses based on the student's own learning materials using RAG technology.

mcp-job-radar

Enables AI agents to search, rank, and explain job matches through a secure read-only interface that blocks prompt injections and unsafe content.

Video Games MCP Server

Provides direct access to the RAWG gaming database, allowing users to search for games, retrieve detailed metadata, and explore genres within Claude. It streamlines game research by offering information on ratings, platforms, and release dates through natural language queries.

Sapphire Wellness MCP Server

Exposes health metrics from the Sapphire Wellness App to AI assistants via MCP, enabling queries on activity, blood pressure, glucose, heart rate, sleep, and SpO2 data.

Vaaya

Give your AI agent a prepaid card to pay per call for hundreds of paid services — no per-vendor signups or API keys.

DALL-E 3 MCP Server

A Model Context Protocol server that provides OpenAI's DALL-E 3 image generation capabilities, allowing LLMs to generate high-quality images through a standardized interface.

dsh-webfetch

A zero-dependency MCP server that fetches any HTTP(S) URL and returns clean content as text, Markdown, raw HTML, or formatted JSON, with robots.txt compliance and SSRF protection.

Soma

A batteries-included server runtime for provider-backed agents, offering MCP, CLI, REST, and plugin support.

Quotor

Enables AI agents to get real home & auto insurance quotes and start binding through a network of licensed independent agencies.

garmin-mcp

MCP server that lets you ask questions about your Garmin training history in plain language. It ingests FIT files into DuckDB locally and exposes typed tools for analyzing activities, streams, and summaries.

notebook-agent-mcp

Enables AI agents to execute Jupyter notebook cells with persistent kernel state, output persistence, and structured JSON control surface.

korean-firefighter-law-mcp

MCP server for querying Korean firefighter public data and fire-related laws/precedents. Provides tools to search fire/EMS statistics, fire facility information, and legal texts.