发现优秀的 MCP 服务器

ALTER Identity SDK

TypeScript SDK for ALTER - identity infrastructure for the AI economy. alter-mcp-bridge exposes mcp.truealter.com as a stdio MCP: identity verification, ~handle resolution, 33-trait vectors, belonging probability, x402 micropayments

code-context-mcp

MCP server for semantic code search and dependency graph analysis. Indexes codebases into a knowledge graph with vector embeddings for AI-powered code understanding.

MCP Docker Demo

A demonstration MCP server implementation with Docker support that provides a simple hello-world tool and includes a web-based inspector for interactive testing and exploration of MCP tools.

⚡ go-mcp

⚡ 一款类型安全、直观的 Go SDK，可轻松自信地构建 MCP 服务器。

scholar-mcp

A FastMCP server for the scholarly citation landscape that enables LLMs to search, cross-reference, and retrieve prior art across papers, patents, books, and standards via multiple APIs.

Browser Agent MCP

Browser Agent MCP

MCP Server - Images

A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

EDA Tools MCP Server

A comprehensive Model Context Protocol server that connects AI assistants to Electronic Design Automation tools, enabling RTL-to-GDSII automation including Verilog synthesis, simulation, ASIC design flows, and waveform analysis.

@alpha-arcade/mcp

MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents to browse markets, fetch orderbooks, place orders, manage positions, and trade on-chain prediction markets.

BeeMCP - A Bee MCP Server

BeeMCP：一个非官方的模型上下文协议（MCP）服务器，它将你的 Bee 可穿戴设备生活记录器通过模型上下文协议连接到人工智能。

MCP File System

一个实现了模型上下文协议的服务器，通过一个标准化的接口提供文件系统操作（读/写、目录管理、文件移动），并对允许访问的目录进行安全控制。

robot-md-mcp

A one-command MCP server that bridges a ROBOT.md file to any MCP-aware agent, exposing structured robot manifest resources and validation tools without configuration.

ViewMax Studio MCP

Enables Claude to generate AI videos using ViewMax Studio's video generation tools, including prompt and script creation, smart model selection, cost preview, and task status tracking.

kaggle-mcp

好的，我明白了。我将扮演一个助手，可以帮助你： * **将英文文本翻译成中文。** * **描述与 Kaggle API 交互的功能，例如：** * 搜索数据集 * 下载数据集 * **描述生成 EDA (探索性数据分析) Notebook 的提示。** 请随时提出你的要求，我会尽力提供帮助。

VNStock MCP Server

Provides tools to access Vietnam stock market data, including stock prices, financial statements, and market statistics.

crawl4ai-mcp

A minimal MCP server for agent-friendly web extraction and search. Offers two tools: fetching real pages with Playwright and Crawl4AI, and searching across 7 engines with automatic fallback.

AgentLedger

MCP server that stores AI agent reasoning traces permanently on 0G Storage, enabling immutable and verifiable decision logging.

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

AtlassianJira MCP Integration Server

Enables Jira integration with dynamic configuration, time logging, task creation, issue updates, and bulk imports through natural language.

ATEM MCP Server

Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.

llm-vision-mcp

A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.

Screenshot Analyzer MCP

Analyzes app screenshots to identify UI/UX issues, compare designs with implementations, and provide actionable fixes using GPT-4o/GPT-5.2 vision capabilities. Supports single/batch analysis, design comparison, and automated report generation for iOS, Android, web, and desktop platforms.

athena-mcp-server

Remote MCP server for AWS Athena that allows executing SQL queries, checking status, fetching results, and managing saved queries via HTTP with AWS IAM credentials.

mcp-keycloak

Managing Keycloak identity and access management

PostgreSQL MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它能够与 PostgreSQL 数据库交互，以列出表、检索模式（schema）以及执行只读 SQL 查询。

web-search-agent

An MCP server that enables Claude Code to perform web searches via Bing, read webpage content, and get current time, with a smart search skill for structured multi-source verification.

EduChain MCP Server

Enables AI-powered educational content generation, including multiple-choice questions and lesson plans, through a modular command platform.

Markdown + Mermaid to PDF MCP Server

Converts Markdown files and standalone Mermaid diagrams into high-quality PDF or PNG documents using Puppeteer and SVG rendering. It supports custom CSS styling and provides tools for professional document generation from markdown-based content.

CodeRecoder MCP

An intelligent code version management system based on the MCP protocol, providing AI-enhanced code snapshots, project versioning, and smart change detection for AI-assisted programming.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling tool usage via SSE from AI Playground or local clients like Claude Desktop.