发现优秀的 MCP 服务器

axe-devtools-mcp

MCP server for axe-core accessibility audits. Enables scanning URLs or HTML for WCAG violations with impact levels and fix guidance.

Remote MCP Server with WorkOS AuthKit

An example MCP server that allows remote clients to connect and authenticate using WorkOS AuthKit, providing organization-centric authentication with permission-based access control for tools.

Agentic-RAG

An MCP-based multi-agent retrieval-augmented generation system that enables question answering over academic papers with hybrid search, knowledge graph multi-hop reasoning, and source-cited answers.

mcp-docs-template

An MCP server template that indexes markdown documents by heading and enables relevance-ranked full-text search using BM25, with tools to list, fetch, search, and reload documents.

ms-graph-dev

Helps construct and validate Microsoft Graph REST API calls with on-demand tool loading, providing request details, required permissions, and code examples for categories like users, files, mail, calendar, groups, notes, tasks, sites, and subscriptions.

humor-mcp

Enables querying a local humor corpus with attribution and license restrictions, providing tools for search, ratings, and structural analysis.

mcp-da-vinci

Exposes the DaVinci Resolve scripting API to LLMs, enabling inspection, media import, timeline editing, markers, and render queue management through natural language.

Praxis

Gives AI assistants a reliable memory for proven, verified skills, enabling them to reuse successful solutions and avoid repeating mistakes.

FFmpeg MCP Server

Enables secure video and audio processing using FFmpeg commands in an isolated sandbox environment. Supports file management, Google Cloud Storage integration, and URL-based file transfers for AI-powered multimedia operations.

pty-mcp

Enables AI agents to start and manage pseudo-terminal sessions, run shell commands and interact with REPLs programmatically.

MCP Bitpanda Server

Enables programmatic access to Bitpanda cryptocurrency exchange features including trades, wallets, and transactions via the Model Context Protocol.

LocalDev MCP

A guarded Model Context Protocol server that lets AI assistants inspect, edit, test, and validate explicitly approved local software projects, featuring 49 focused MCP tools for project discovery, safe editing, Git inspection, Laravel integration testing, and more.

WHOOP MCP Server

Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoints. Supports OAuth 2.0 authentication and provides comprehensive access to user profiles, physiological cycles, recovery metrics, sleep analysis, and workout data.

awsome-kali-MCPServers

awsome kali MCPServers 是一套专为 Kali Linux 定制的 MCP 服务器，旨在增强 AI 代理在逆向工程和安全测试方面的能力。它提供灵活的网络分析、目标嗅探、流量分析、二进制理解和自动化功能，从而提升 AI 驱动的工作流程。

MCP Google Sheets

An MCP server providing read/write access to Google Spreadsheets through a set of tools for managing sheets, rows, columns, and data.

SafraPay MCP

Connects SafraPay accounts to AI assistants for reading balances, statements, credit card bills, and investments via Open Finance Brazil, read-only.

Portfolio Tracker MCP Server

Enables AI clients to track investment portfolios by retrieving positions, calculating profit and loss, and refreshing price data via Yahoo Finance. It allows users to monitor overall performance and query specific ticker details through natural language interactions.

mcp-rpg-worldstate

Gives an AI game master a persistent memory for tabletop roleplaying games by storing worlds, characters, plots, and scenes. It enables saving, searching, and loading game state (via MCP tools) so the GM doesn't have to recall plot and details only from the context window.

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides detailed graph statistics, node/edge distributions, and formatted table outputs for data visualization and analysis.

Puppeteer MCP Server

Provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.

tinci-mcp

MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal pattern analysis, and rhyming character lookup.

zoty

A lightweight MCP server that connects AI agents to a local Zotero library for paper management and metadata retrieval. It enables users to search titles and abstracts, browse collections, and automatically ingest papers via arXiv ID or DOI with PDF attachments.

Japanese Vocab Anki MCP Server

A Model Context Protocol server that enables language models to interact with Anki flashcard decks programmatically, with specialized features for Japanese language learning including vocabulary import, sample sentence generation, and spaced repetition review.

NexusBridge MCP Server

Provides AI agents access to over 200 AI models and 10 service categories via a unified, metered API with transparent per-call pricing.

PageIndex Light MCP

Agentic PDF search via MCP, enabling intelligent document retrieval through LLM reasoning instead of vector similarity.

Meetup MCP

Plans meetups with driving-time-balanced area suggestions and place recommendations using Kakao Local and Mobility APIs.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

obsidian-mcp-pro

The most feature-complete MCP server for Obsidian vaults. 23 tools and 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas support.

hello-mcp-server

An interactive tutorial MCP server that teaches Model Context Protocol through extensively commented code, interactive testing, and hands-on exercises, enabling developers to learn MCP by building and modifying real-world examples.

airi-xinchao

MCP server for Airi that manages dynamic mental state via stdio, offering tools to get context, log events, check status, settle, and retrieve mood/energy.