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。
🦉 Augur — 本地优先的投资研究记忆系统：18 位投资大师独立分析 + 加权共识，证据带时间语义、每次运行可复查，CLI / Dashboard / MCP。A local-first research memory system with 18 investor personas.
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas.
The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero runtime deps, SQLite, MCP. Benchmarked retrieval with an opt-in TypeSafe Jev reranker.
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro,...
Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client.
MCP to connect your LLM with Spotify.
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything.
Your agents forget everything between sessions. MemMesh gives them durable, typed, searchable memory that lives on your machine — no vector database, no search cluster, no mandatory LLM calls.
Self-hosted URL-to-Markdown service for humans and AI agents.
- Research Twitter and Post Twitter(https://www.youtube.com/watch?v=--QHz2jcvcs)
Semantic Code Intelligence for AI Coding Agents
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
A fully self-hosted AI agent built on n8n + PostgreSQL + Claude. Talks to you via Telegram or HTTP API (Slack, Teams, custom apps), builds its own MCP tools, manages reminders and memory — all...
MCP server for Bazi (八字) information
Vestige is a local-first memory for AI agents that reaches backward through time to find the quiet change that caused today's failure: the cause that looks nothing like the bug. One 23MB Rust binary.
Your notes live in a folder. Same .md files. Chat with your vault. Schedule recipes that run when you're not at the keyboard. Hand the same vault to any MCP client.
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
MCP Server to interact with Google Gsuite prodcuts
This repo contains the source code for running a local MCP server that interacts with APIs for Google Analytics.
Lightweight MCP for AI agent browser automation. Record once, replay forever — cut token cost and speed up repetitive tasks.
Entroly — The Open-Source Context OS for AI Agents
The official MCP server to send emails and interact with Resend