发现优秀的 MCP 服务器

Jina MCP Server

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

ClassNotes MCP

Enables Claude Desktop to manage an Obsidian vault and automatically convert class recordings into structured study notes using local AI tools.

PVV MCP Server

Enables text-to-speech synthesis using VOICEVOX Web API with customizable speaker selection. Features a specialized tool for generating speech as Asuka Langley from Evangelion and provides access to available speaker lists.

workspace-agent-relay-mcp

A local relay and dashboard that enables ChatGPT Workspace Agents to stream real-time updates—plan, progress, tool calls, and results—back to the user's machine via MCP and SSE.

image-delta-mcp

Enables comparing container image versions to see package and CVE changes, including shedding/introductions, and comparing Chainguard images to upstream.

strava-mcp

Enables querying and analyzing personal Strava activity data through natural language, including activities, segments, gear, and training trends.

Multimodal Model Context Protocol Server

多模态 MCP 服务器 (Duōmótài MCP fúwùqì)

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.

cypress-runner-mcp

Enables AI agents to run, monitor, and manage Cypress tests with features like test discovery, screenshot handling, and multi-browser support.

Docling MCP

A document processing MCP server that converts PDFs to structured formats and generates documents, with caching and RAG support.

omd-mcp

Converts documents, web pages, media, and more to Markdown via an MCP server with tools for conversion, inspection, vault capture, and format listing, all running locally with privacy-first design.

site-sense

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Subscriptions API MCP Server

An MCP server for the VTEX Subscriptions API (v3) that enables managing subscription services through natural language interactions, auto-generated using AG2's MCP builder.