发现优秀的 MCP 服务器

redash-mcp-server

Enables querying and managing Redash data sources, queries, dashboards, alerts, and users through the Model Context Protocol.

woodpecker-mcp

Exposes a materialized service dependency graph as an MCP toolset for persistent, queryable root-cause analysis via Cypher queries.

artefact-mcp-server

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

MCP Worker Server

Enables deploying stateless MCP servers on Cloudflare Workers with minimal setup, using createMcpHandler to handle MCP protocol details and tool registration.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

memory-service

Provides self-hosted, versioned project memory with full-text and vector search, enabling search, retrieval, upsertion, and history management of project entries via MCP tools.

MCP Server for Homey API

Enables AI agents to interact with Homey home automation systems for managing flows, devices, and zones. Perfect for bulk automation tasks like batch renaming flows, organizing them into folders, and managing devices across zones through natural language.

devkit-mcp

A developer toolkit MCP server offering seven utilities: HTTP requests, JWT decoding, hashing, UUID generation, regex testing, cron explanation, and text encoding.

paybond-mcp-coding-agent

MCP coding agent with read-only tools and one paid tool for Paybond sandbox integration, enabling quick smoke testing and agent operations.

MCP-ODOS

A Model Context Protocol server that enables AI assistants and applications to interact with decentralized exchanges (DEXs), allowing users to get quotes for token swaps and execute swap transactions.

APIClaw

The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.

Swagger MCP Server

Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint discovery, deep inspection, cURL generation, and TypeScript type generation.

ylx-dev

Development assistant for YLx photo proofing platform, enabling PR review, codebase queries, feature suggestions, audits, test generation, and deployment monitoring.

Expense Tracker MCP Server

Enables users to manage expenses with category support, including adding expenses with date, amount, category, and notes, using SQLite for persistence.

pdfnative-mcp

Enterprise-grade PDF engine for AI agents. Pure TypeScript, zero-dependency, and local-first. Allows agents to generate ISO-compliant PDF/A documents, handle digital signatures (PKCS#7), and process high-performance layouts (800+ pages in seconds).

Arbitrum MCP Server

Enables monitoring and interaction with Arbitrum Nitro nodes and chains through natural language queries. Supports comprehensive chain health monitoring, batch posting tracking, gas price analysis, and node operations across all Arbitrum networks including core chains and Orbit chains.

pdf-merger-mcp-server

Enables uploading, arranging, merging, and downloading PDFs through an MCP-compatible LLM client by interacting with a PDF Merger API.

mcp.shop

An MCP-based web shop server that enables users to authenticate and order t-shirts through MCP tools. Features secure authentication with WorkOS AuthKit and admin functionality for viewing order details.

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

Raccoon AI MCP Server

一个模型上下文协议服务器，它通过 Raccoon AI 的 LAM API 实现网页浏览、数据提取和复杂的网页任务自动化。

XiaoHongShu MCP

Enables AI agents to publish content to XiaoHongShu (Little Red Book) social platform, including checking login status and posting with titles, content, images, and hashtags through browser automation.

ops-mcp-kit

Enables AI assistants to query company logs, databases, caches, and config centers (e.g., Aliyun SLS, MySQL, Redis, Nacos) through local MCP servers, with read-only enforcement and SSH tunneling for production access.

MT5 MCP Server

A 34-tool MCP server that bridges LLMs to MetaTrader 5, enabling EA development, backtesting, optimization, advanced analytics, live trading, and portfolio management.

TransForm MCP Server

Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.

slicegrep

Returns ranked, token-budgeted code slices for LLMs and coding agents, accessible via MCP for focused code reading.

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

mcp-inotes

Enables LLMs to create, read, and append notes in Apple Notes through AppleScript, with append-only operations restricted to a single folder for safety.

Todoist MCP Server

一个 Python 服务器，使 Claude 能够与 Todoist 的任务管理 API 交互，允许用户直接通过 Claude 的界面创建、管理和组织任务。