发现优秀的 MCP 服务器

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.

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.

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.

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.

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.

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.

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.

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！

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.

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。

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.

ParaView-MCP

Integrates multimodal large language models with ParaView to enable the creation and manipulation of scientific visualizations using natural language and visual inputs. It features visual feedback capabilities for iterative refinement, making advanced visualization workflows accessible through intelligent automation.

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.

lean-memory

Embedded, local-first agent memory: facts extracted into a per-namespace SQLite file (vec0 + FTS5) with hybrid retrieval and point-in-time (time-travel) queries. ADD-only history over stdio — no server process, no cloud dependency.

smart-financial-mcp

Provides AI assistants with real-time and historical Chinese stock, ETF, index, and futures data via Tushare Pro API, enabling natural language queries for financial analysis and market monitoring.

news-dashboard

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

hiveforge

MCP server for autonomous agent minting, crossbreeding, and evolution. Mint new AI agents with genetic lineage tracking, cross-breed capabilities between agents, run evolution cycles, and discover complementary agents in the HiveBazaar marketplace.

mcp-browser-agent

Enables AI agents to control a browser with 30 tools for navigation, interaction, extraction, and tab management, supporting human-like browser automation.

authbox

Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access with scope, rate limits, time windows, and step-up approval. Supports 70+ API key providers with hash-chain audit trail.

ibex35-mcp

Analyze relationships in the Spanish stock exchange

finlex-mcp-server

Search Finnish statutes by keyword and retrieve them as clean, structured text (title, sections, in-force status, ELI) parsed from Finlex Akoma Ntoso.

Video MCP

A local MCP server that gives Claude Desktop full video editing capabilities via FFmpeg, Whisper, and yt-dlp.

Signal Relay

MCP server connecting AI agents to SocioLogic's synthetic persona platform for interviewing personas, running research campaigns, and exporting reports.

ElevenLabs Agents Platform MCP

MCP server giving Claude full control over ElevenLabs Conversational AI agents, conversations, knowledge base, tools, tests, telephony, and workspace settings.

Neptime MCP Server

Integrates with the Neptime.io video platform, providing 39 tools for video management, uploads, channels, playlists, comments, articles, and more via the Model Context Protocol.

Audio File MCP App

Enables playing and inspecting local audio files in an MCP host with an in-conversation UI showing waveform, spectrogram, and loudness metrics, while exposing playback state and metadata to the model.

Google Workspace MCP

Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Docs, Sheets, Chat, Slides, People) through natural language using Claude Desktop, Claude Code CLI, and other MCP clients.

mcp-google-forms

MCP server for managing Google Forms — quizzes, grading, images, responses.

Image-Generation-MCP

Enables text-to-image generation using the api.airforce API, with a generate_image tool and model discovery resource.