发现优秀的 MCP 服务器

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.

@vibeads/mcp

Enables interaction with Google Ads accounts through the Model Context Protocol, specifically tuned for local service businesses. Provides account health scoring, search term waste analysis, and diagnostic insights without requiring GAQL knowledge.

Request Triage MCP Server

Provides tools to list pending requests, save priority scores, and retrieve ranked backlog, enabling AI-driven triage of automation requests from a Notion database.

PokeMCP

Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by providing tools for button inputs and screenshots. It allows for direct reading of real-time game state from RAM, including party information, player location, and battle status.

sigmap MCP over HTTP

Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via supergateway, allowing remote MCP clients to query code context, signatures, and more.

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.

igvf-portal-mcp

Enables AI agents to search, filter, download files, and generate reports from the IGVF Data Portal using natural language commands.

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

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.

VNStock MCP Server

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

AgentLedger

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

Response MCP Server

Enables agentic SecOps by executing Microsoft Defender XDR response actions (device isolation, antivirus scans, forensic collection, incident management) through natural language with orchestrators like GitHub Copilot.

@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.

EduChain MCP Server

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

ahaft

Enables AI agents to safely operate Express applications through a permission-scoped MCP server, with static analysis and audit logging.

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。

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。

Unraid MCP Server

A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.

secret-scanner

Enables scanning diffs or code blobs for leaked secrets, returning a verdict with severity and masked findings, all processed locally with no data sent externally.

Alibaba Cloud Token Plan Proxy for Claude Code

Enables Claude Code to use Alibaba Cloud Token Plan models via a local proxy that maps Anthropic-style model names to Alibaba IDs and provides missing endpoints like model discovery.

job-search-mcp

A personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.

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。

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.

Aseprite Asset MCP

MCP server for creating pixel art, characters, and scenes for Aseprite, generating deterministic plans and Godot-compatible manifests.

AiFinPay Wallet MCP Server

Enables ChatGPT to interact with multiple blockchain networks for reading balances and managing wallet operations through a non-custodial local vault and policy engine.

remotion-mcp-server

Enables AI agents to analyze audio beats, synthesize voices with Google Gemini TTS, and programmatically construct and render professional videos using Remotion and React.

nowhere-mcp

Gives AI a virtual body to explore real locations on Earth using authentic terrain, weather, sky, radio, wildlife, and cultural data, with tools for walking, observing, asking about history, and collecting souvenirs—fully offline-capable.

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.

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.