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。
Desktop extension (.mcpb) for Claude Desktop. Single-click install via Settings → Extensions.
Fictional concept interface—not an actual Codex UI or a measured context, token, speed, or latency benchmark.
一款面向 的跨平台桌面工具。把提示词模板、自定义 Prompt、第三方 API 供应商、会话同步、Skills / MCP 和 TOML 配置都放进可视化界面里，不用反复手改文件。
Search a codebase by meaning, then follow the result into definitions, callers, and dependency paths.
移动端 AI 自动化测试平台 —— MCP 工具 + AI Agent + 可视化操控台
MCP-based assistant for busy people who are context switching
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.
OSINT knowledge base + MCP server for autonomous AI agents — Claude Code, Cursor, Kimi K3, recon & threat intel playbooks.
Open-source, local-first memory and context for AI agents. One memory store, every agent.
Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.
A modular MCP server providing AI-driven vulnerability management skills, including severity classification and automated insights.
ChiKen is your private, AI-powered research assistant that transforms your Zotero library into an interactive knowledge base.
IGraph 把代码仓库解析为「符号节点 + 调用关系边」的知识图谱，叠加 LLM 语义摘要与向量索引，通过双通道（Dense + FTS5）RRF 融合检索对外服务。支持挂载 PRD / DB Schema 等多模态资源建立跨模态关联，内置 MCP Server 可直接接入 Cursor / Claude Code 等 AI 助手。
一个轻量的ai websearch的自建个人方案，支持baidu / tavily / exa / anysearch / doubao api（支持池化使用）, bing/ddg 和学术搜索引擎
Create a new MCP server in TypeScript, batteries included.
MCP server implementation for using Claude API with Claude Desktop, providing advanced API integration and conversation management.
combining Claude Code monitoring, Claude Code config management, hooks, agents, and MCP servers in a single 5.8MB binary. 89x faster startup with SQLite cache, 492 tests, 0 clippy warnings.
Sovereign, encrypted, portable memory for AI agents.
A progressive AI Agent Harness tutorial written in Rust.
Point Claude at any audio file and it can tell you the key, tempo, dynamics, timbre, percussive character, stereo field, structural sections, and how the music evolves over time -- all from raw audio...
A MetaTrader 5 research toolkit with 90+ AI tools for forecasting, regime detection, pattern recognition, and live trading.
IDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
28 plugins and MCP servers for Claude Code — parallel exploration, iterative refinement, binary reverse engineering, structured decision-making, and more.
Your digital developer twin — because "explain our setup again" gets old fast.