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。
An MCP server that allows you to run Node.js scripts and npm commands, with permission prompts via node-notifier.
MeteoSwiss Open Data — Python API, CLI & MCP server · tabular as DataFrames/Parquet, gridded as xarray/Zarr
微信 4.0 (Windows) 本地数据库解密工具。从运行中的微信进程内存提取加密密钥，解密所有 SQLCipher 4 加密数据库，并提供实时消息监听。
gives AI agents a persistent, searchable memory they can use across sessions. V2.1 adds SQLite, full-text search, user-editable categories, safer Docker defaults, and verified backup-first upgrades.
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
Most AI coding tools give you a result but no record of how you got there - no trail of decisions for teammates to follow, no way to continue work across sessions, and no framework for managing large...
This project showcases how to use the MCP protocol with OpenAI, Azure OpenAI and GitHub Models. It provides a simple demo terminal application that interacts with a TODO list Agent.
OpenMessage is a local-first messaging workspace for Google Messages, WhatsApp, and Signal. Use it from the native macOS app, the localhost web UI, or any MCP-compatible client.
An MCP-based Google Scholar search service optimized for Cherry Studio, providing academic paper search, abstract retrieval, and supporting both Chinese and English queries.
MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dialogues.
🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressive loading pattern for AI agents. Production-ready.
1. Topics with new posts 2. Most active topics (past year/month/week/day) 3. Recently popular topics 4. Latest classified topics 5. Recently created topics 6.
A local-first MCP server that gives AI agents shared, durable memory through hybrid semantic search, SQLite FTS5, and a knowledge graph—without Docker or a required cloud service.
An MCP server implementation for configuring OpenTelemetry Collectors.
Plugin-based security tool server via MCP. Each tool is a plugin — all directly callable in a single LLM turn.
Claude Code skills that let Claude interact with ScienceDirect (Elsevier) through Chrome DevTools MCP.
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
小红书自动评论工具（MCP Server） 这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client，帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。
Let your AI agents actually work as a team. Multi-agent collaboration for Claude Code, Gemini CLI, Codex CLI, Ollama, and API-backed agents — with a live operator dashboard and a 3D virtual office to...
Drain MCP is a FastMCP server that exposes Drain3 log template mining as MCP tools. It can learn templates from individual log lines or whole log files, run read-only inference against the trained...
小叶发布器：连接浏览器登录态与 MCP/AI 客户端，一键提取文章并保存到公众号、知乎、掘金、CSDN 等平台草稿箱，适合自媒体作者和开发者本地自动化发布。
一个基于 mcp-go 框架构建的 Go 服务，它提供了一个能动态生成 ECharts 图表页面的工具。
Code Mode MCP — aggregate all your MCP servers behind search() + execute()
一个用于连接 和 的本地桥接项目。它通过文件队列 IPC 让外部 AI 助手向 Workbench 或 ICEM CFD 发送命令，并在 Ansys 进程内执行脚本和返回结果。