发现优秀的 MCP 服务器

BambooHR MCP Server

A comprehensive MCP server for BambooHR with 47 tools covering employee management, time off, reports, benefits, payroll, goals, training, files, and webhooks, plus 18 React-based UI apps.

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.

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.

vscode-mcp

An MCP server that gives Claude IDE capabilities inside VS Code and Cursor, enabling file operations, shell commands, and workspace management via natural language.

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。

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.

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.

CodeGraph

CodeGraph — Open-source code intelligence MCP server. Builds a semantic graph of your codebase (functions, classes, imports, call chains) and exposes it through 31 tools. Callers, callees, impact analysis, complexity metrics, unused code detection, AI context assembly, persistent memory, cross-project search. 15 languages via tree-sitter. Single Rust binary, local-first.

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.

LocalDB MCP Server

Enables AI assistants to query and interact with Microsoft SQL Server LocalDB databases, supporting operations like listing databases, querying tables, executing SQL statements, and viewing stored procedures.

Scrapy MCP Server

A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.

MCP Image Generation Server

一个用 Go 实现的 MCP (模型上下文协议) 服务器工具

ansible-know-mcp

Module discovery, documentation search, and skill generation for AI agents via the Model Context Protocol.

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.

mcp

Provides MCP servers for GitHub API operations and SQL database queries, enabling users to interact with GitHub repositories and databases through natural language.

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.

llm-fallback-mcp

MCP server that completes prompts with automatic provider fallback across OpenAI, Anthropic Claude, and Google Gemini. It is rate-limit aware, retries on transient failures, and provides a transparent attempt log.

bonk-mcp MCP Server

Implements Solana blockchain functionality for the LetsBonk launchpad, enabling users to launch and trade tokens on letsbonk.fun.

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.

KaiaFun MCP

一个MCP服务器，通过Claude Desktop实现代币上架、交易以及与Kaia区块链的交互。

LlamaCloud MCP Server

一个本地 MCP 服务器，与 Claude Desktop 集成，启用 RAG 功能，使 Claude 能够从自定义 LlamaCloud 索引获取最新的私有信息。

PHP MCP Protocol Server

MCP 通用 PHP 服务器 - 将 PHP 与模型上下文协议集成

Data.gov MCP Server

镜子 (jìng zi)

ntfy-mcp

Enables sending push notifications via ntfy with a single tool, allowing Claude agents to send notifications directly without shell access.

callput-agent-mcp

MCP server for spread-only options execution on Base L2, enabling AI agents to trade options via a defined tool loop.

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。

accelo-mcp

MCP server exposing Accelo quote tools (list, get, create, update) with per-user OAuth authentication for natural language interaction.

n8n MCP Server

Enables full workflow automation management in n8n through 40+ tools covering workflows, executions, credentials, tags, variables, projects, users, and source control operations.

YouTube MCP Server

一个服务器，它通过模型上下文协议实现与 YouTube 数据的交互，允许用户搜索视频、检索视频/频道的详细信息以及获取评论。