热门好用的 MCP Server 推荐
按分类、安装方式和来源搜索比较 MCP Server。

Open-source AI podcast clipper. Turn a long episode into short clips with face tracking and burned-in captions. Drive it from the CLI, a web studio, or your coding agent.

pixiv-cli brings the Pixiv ecosystem to the terminal: discover works and creators, manage accounts and collections, follow artists, bookmark artworks, and download visual works.

Run it before Claude Code, Cursor, Windsurf, Cline, OpenCode, or another agent trusts new code, tools, prompts, or dependencies.

The MCP ecosystem has grown to 10,000+ servers, but discovering and installing them remains painful. Existing directories — Glama, PulseMCP, mcp.so — are all closed source.

The polished public release — native ComfyUI design system, live activity cards for every agent edit, and multi-tab support. Search in ComfyUI-Manager to install, or see the docs.

Visit the website MCP Tool Use Agent App to explore MCP Servers with sota agentic AI Search/Deep Research, Finance Data,Chart Creation, Excel Spreadsheet/Powerpoint usage.

A collection of samples, tools, and resources for building applications with SharePoint Embedded — a document storage API built on Microsoft 365.

PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human

MD2Card Markdown 转知识卡片 将 Markdown 文档转换为精美的知识卡片,支持多种风格

SpringAI和SpringAI-alibaba都发布了最新依赖稳定版本(之前基于快照版本需要设置Repository 如今已经不需要设置),如果遇到依赖下载不下来请按照最新的官方文档修改依赖版本,官网快照版本更新很快可能出现API冲突的情况 请以最新版本的API设计为准 推荐参考文档:https://java2ai.com/docs/1.0.0.

Persistent memory system for agentic AI via MCP - remember, recall, forget with semantic search with knowledge graph

The cognitive memory layer for AI agents.

is the easiest way to connect any MCP client (like Claude or Cursor) with the browser using browser-use.

Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, ONLY CLI.

LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection also via MCP-server.

Enhanced note taking for AI Agents with supervision.

泪心UE4Dump逆向分析MCP工具

An MCP server that provides access to LLMs using the LlamaIndexTS library.

Add vision to text-only models in Opencode (, ) — , no manual file saving.

Allow all your Claude Codes to message each other ad-hoc!

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.

Living Memory Architecture for Autonomous AI Agents — MCP server with typed connections, beliefs, decay, reconsolidation

is a local stdio MCP server that lets an Agent ask configured multimodal providers to inspect an explicitly supplied image, video, audio file, or music file.

Scan your dev machine for AI agents, MCP servers, IDE extensions, suspicious files, and risky package-manager configs — in seconds.