发现优秀的 MCP 服务器

safesign-mcp

Analyzes contracts for safety score and risk assessment, identifying dangerous clauses and dispute patterns, with recommendations for improvements.

gliana-mcp-remote

Hosted MCP server for browsing the GlianaAI model catalog with zero setup, providing model listings, pricing, and schema information via Streamable HTTP.

BorealHost MCP Server

Agent-native web hosting tools for the Model Context Protocol. Enables purchasing hosting, deploying sites, managing DNS, registering domains, and scaling infrastructure through tool calls.

gleaner

Enables academic literature collection and full-text downloading from multiple sources (CNKI, Elsevier, OpenAlex, etc.) via natural language commands.

Tychi Wallet MCP

Self-custody wallet MCP server for Arbitrum, enabling local key signing and wallet management via tools; supports chat for balances, sends, and policy.

minipainter

Local-first miniature-paint inventory and cross-brand color matching for AI agents. Search 1,607 paints (Citadel, Army Painter, Vallejo, AK), match by hex or description, and track what you own — 7 tools over stdio.

Claude Memory MCP Server

Enables persistent memory for Claude Code sessions by recording observations and building knowledge graphs for cross-session learning and domain knowledge management.

Tool Filter MCP

Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.

Twelve Data MCP Server

Enables fetching real-time and historical market data including forex, precious metals, cryptocurrencies, and stocks using the Twelve Data API.

AVGE Engine

Vector illustration tools for AI agents — create scenes, characters, and graphics with shapes, armatures, materials, and rendering.

vex-mcp-server

Enables to access VEX Robotics Competition data including teams, events, rankings, skills scores, and forum via RobotEvents API.

linux-ssh-mcp-server

Remote Linux operations via SSH, exposed as an MCP server, with tools for filesystem, systemd, Docker, network, and more, using per-user AD authentication and optional sudo elevation.

Discord MCP

Enables comprehensive interaction with Discord servers to manage guilds, channels, messages, and members through an agentic workflow. It supports RAG capabilities, rate-limited message operations, and includes a React-based dashboard for monitoring and configuration.

PostgreSQL Remote Cloudflare MCP Worker

A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for PostgreSQL databases, allowing AI assistants like Claude and Cursor to interact with PostgreSQL databases through natural language.

sai-roadmap-mcp

An MCP server that exposes certifications, projects, and an AI engineering learning roadmap as callable tools for MCP clients like Claude Desktop.

trace-forge-mcp

MCP server for writing structured traces, spans, and decisions, enabling observability and EU AI Act traceability compliance for AI agent tasks.

Blindspot MCP

Blindspot is a local, general-purpose context engine for AI coding agents. It helps agents understand project structure, symbols, relationships, and change impact before editing.

readonly-mcp-server

A read-only MCP server with configurable transport (stdio or HTTP+SSE), API key authentication, and scope-based authorization for read and search operations on documents.

Unity MCP Server

Integrates AI assistants with the Unity Editor for scene manipulation, asset management, and testing, plus Unity documentation search via RAG.

Gemini Search MCP Server

好的，我明白了。我将使用 Gemini API 和 Google 搜索，根据最新的信息来生成用户查询的中文答案。 请随时提出你的问题！

Cisco Switch MCP Server

Adapter-driven MCP server for Cisco CBS220 switches, Catalyst Center/DNA Center, and Meraki Dashboard, enabling read-only device queries and dry-run write operations via shared Pydantic schemas.

UX MCP Server

An MCP server that provides comprehensive UX best practices covering accessibility, usability, UI patterns, design systems, performance, and more, enabling clients to analyze and generate UX-optimized code and recommendations.

testing-mcp

Enables AI assistants to write and debug integration tests by providing live access to DOM structure and executing code directly in test environments.

Swagger MCP Server

一个基于模型上下文协议的服务器，用于解析 Swagger/OpenAPI 文档，并为不同的框架（Axios、Fetch、React Query）生成 TypeScript 类型和 API 客户端代码。

@mcp-fe/react-tools

Don't let AI guess from screenshots. Give LLMs direct access to your React state, Context, and Data Grids. Features bidirectional communication via SharedWorkers & WebSockets. Docker gateway included.

Tokopedia MCP Server

Enables AI assistants to search for products and manage order history on Tokopedia using the Model Context Protocol. It supports advanced filtering, sorting discovery, and authenticated session management via a dual MCP and web interface.

vision-mcp

An MCP server that gives text-only AI coding CLIs the ability to analyze images by proxying them to Groq's free vision model and returning text descriptions.

Claude Talk to Figma MCP

Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.

SpecBridge MCP

A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to AI agents by turning API specifications into deterministic endpoint metadata, schemas, validation facts, and TypeScript declarations.

news-dashboard

Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save to Obsidian, and post to BlueSky.