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。
Self-hosted audit trail for AI agents — one command or one dashboard click from any step back to root cause.
Persistent memory system for agentic AI via MCP - remember, recall, forget with semantic search with knowledge graph
makes it easy to deploy and serve Haystack Pipelines and Agents.
MCP server for KiCad — 71 tools for AI-assisted electronics design
The local-first knowledge layer for AI development.
个人知识库 MCP 服务器 — 对本地文档建立索引，并提供一组飞书 API 工具，通过 MCP 协议供 AI 客户端访问。
ArcGIS Pro Bridge MCP Server 是一个给 ArcGIS Pro 用的本地 MCP Server。
Pay-as-you-go AI video generation and model comparison, with MCP workflows for compatible assistants.
Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, ONLY CLI.
MCP server to extract contents from a PDF file
The ngrok alternative with .local domains, a scriptable CLI, and an MCP server for AI agents
No Microsoft Graph API, no Entra app registration, no OAuth tokens — just your local Outlook and the authentication you already have.
Enhanced note taking for AI Agents with supervision.
AI agents create, edit, layer, animate, and export SVG files using Inkscape. Works as an MCP server (stdio/HTTP), Claude Desktop .mcpb bundle, webapp dashboard, or Windows desktop app.
Every local AI coding session in one tab: Claude Code, Codex and OpenCode in a single list, with a queue you can schedule and isolated Claude Desktop instances kept apart. Local, private, MCP-native.
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.
Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Video Search, Image Search, News Search and LLM Context Search capabilities
让 ChatGPT 通过 MCP 调用本机原生 Codex 会话的轻量 Windows 桥接器。
Total recall for your terminal. Shared memory for your AI agents.
Add vision to text-only models in Opencode (, ) — , no manual file saving.
Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE kernel, with AI-native MCP integration
MCP server to enable an LLM to do basic static triage of a PE.
Living Memory Architecture for Autonomous AI Agents — MCP server with typed connections, beliefs, decay, reconsolidation