发现优秀的 MCP 服务器

Model Context Protocol (MCP)

模型上下文协议 (MCP) 是一种开放标准，它使开发者能够在他们的数据源和人工智能驱动的工具之间建立安全的双向连接。该架构非常简单：开发者可以通过 MCP 服务器公开他们的数据，或者构建连接到这些服务器的 AI 应用程序（MCP 客户端）。

io.github.dfieser/thermocouple-its90

MCP server for NIST ITS-90 thermocouple conversions, providing tools to convert between temperature and emf for all eight thermocouple types with cold-junction compensation.

MCP Weather Server

使用 AccuWeather API 提供每小时天气预报，使用户能够访问当前天气状况和针对特定位置量身定制的详细 12 小时预报。

Kakao Bot MCP Server

An implementation of the Model Context Protocol that connects AI agents to Kakao Official Accounts, allowing users to send various message templates through the Kakao Developers API.

Sequential Thinking MCP Server

Enables AI assistants to work through complex problems step-by-step with dynamic thought processes, allowing for revision of previous steps, exploration of alternative approaches, and flexible planning as understanding deepens.

Chase MCP Server

Enables AI agents to interact with Chase Bank accounts to view balances, transactions, statements, and rewards. It provides a secure, read-only interface using browser automation and stored session cookies for natural language financial management.

PDF MCP Server

Enables LLMs to read and extract content from PDF files with high-fidelity LaTeX recognition and layout awareness using a Python-based extraction engine. It includes a robust Node.js fallback and supports page range filtering for efficient processing of large documents.

auth0-3lo-mcp-server

Demonstrates the AgentCore Gateway 3-Legged OAuth flow with Auth0, exposing whoami and echo tools for end-to-end authorization code testing.

social-superpowers

A hosted MCP server that gives AI agents live read-only access to X/Twitter and Reddit, no API keys required.

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.

focus_mcp_data

DataFocus 下的智能数据查询插件支持多轮对话，提供即插即用的 ChatBI 功能。

MAM MCP Context Service

Enables querying context about the MAM product components and architecture through MCP, allowing agents to retrieve targeted product information on demand instead of loading full documentation.

r2ai-mcp

An MCP server that dynamically fetches tool lists from R2AIBridge and forwards tool calls to an Android device via HTTP.

kilo-mcp

MCP server that bridges Claude with KiloCode, enabling Claude to act as architect and delegate coding tasks to Kilo's fast CLI agent while monitoring progress and reviewing results.

Docker MCP Server

Enables natural language management of Docker containers, images, networks, and volumes with support for both local and remote Docker engines. Features automated container composition, debugging capabilities, and persistent data management through an intuitive conversational interface.

MCP Skills Server

Dynamically loads and exposes skills from a directory with hot-reloading support, enabling users to manage and query skill content via MCP resources and tools.

aifais-mcp-server

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

git-project-xray-mcp

Provides AI assistants with progressive code intelligence to explore repository structure, find symbols, and assess the impact of changes using ast-grep.

MCP Memento

A persistent long-term memory server for AI assistants that enables storing and recalling solutions, facts, and decisions with intelligent confidence tracking and relationship mapping. It allows developers to build a cross-platform knowledge base that integrates seamlessly with IDEs and CLI agents.

UUID MCP Provider

A simple Model Context Protocol server that provides timestamp-based UUID v7 identifiers when called by an LLM, offering chronologically sortable unique IDs with no input parameters needed.

MCP Image Generation Server

一个用 Go 实现的 MCP (模型上下文协议) 服务器工具

Data Analysis MCP Server

A simple Model Context Protocol (MCP) server that allows LLMs to create and manage user entries in a JSON file system database.

MigrationPilot

Blocks unsafe PostgreSQL migrations before an AI agent writes or runs them. check_before_apply returns a pass/fail gate; reads the real Postgres parser, classifies the lock each statement takes, checks 112 safety rules. Runs offline, no database required.

ibkr-mcp

Enables Claude to retrieve and analyze Interactive Brokers account history via Flex Web Service, including trades, positions, cash transactions, and P&L analysis.

Baton MCP Server

Enables bounded agent authority over a macOS workstation via 63 MCP tools with policy, approval, and audit.

@cyanheads/brapi-mcp-server

A collaborative BrAPI v2.1 workspace for multi-agent research via MCP, enabling search and retrieval of studies, germplasm, genotypes, and more across any BrAPI v2-compliant server.

Storacha MCP Storage Server

通过标准化的模型上下文协议接口，使人工智能应用能够与去中心化存储进行交互，从而实现文件上传、检索和身份管理。

subtitle-translation-mcp

An offline MCP server for translating movie subtitles, providing persistent translation sessions, a glossary, and modular format adapters so LLM agents can translate while timing is never altered.

AWS Infrastructure MCP Server

Enables Claude AI to automatically audit AWS cloud resource configurations, diagnose security vulnerabilities, and generate high-availability optimization reports.

AI Consultant MCP Server

Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for different tasks like coding, analysis, or general questions.