베스트 & 인기 MCP 서버
카테고리, 설치 가이드, 소스로 검색하고 비교하세요.

AI 코딩 에이전트에 대한 지속적인 메모리 MCP 서버 - 상점, 검색, 그리고 세션 전반에 걸쳐 지식을 유지 관리하는 원자 학습을 검색합니다.

AI Agent 튼튼한 repo 메모리 및 빠른 semantic 코드 컨텍스트를 제공하는 Local-first MCP 서버.

Shared project memory for Claude Code, Codex, Cursor and other MCP coding tools — one brain.klypix file committed with your code.

A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten

MCP server enabling HydraDB memory operations (store, recall, search) in AI coding tools

Your self-hosted personal AI agent — an agentic OS for one person: chat, autonomous goal loops, memory, knowledge base, skills, automation, MCP in both directions, and a permission-gated app...

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

An MCP server for Unsloth - a library that makes LLM fine-tuning 2x faster with 80% less memory

A Model Context Protocol (MCP) server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations.

Persistent long-term memory for Agents — an MCP server with an associative memory bank, a canonical-fact cortex, sleep-like dream consolidation, and a web console. Not quite alive.

Sample Spring AI MCP Server project built for fun and experimentation. 🚀 It implements basic CRUD operations using an in-memory data store with dummy Person data. 🤖

Issue tracker, shared memory and coordination for AI coding agents across sessions and machines. MCP server, Go CLI, Dolt-backed, offline sync. bd/beads alternative.

WeChat Memory MCP Server -- 让 AI 读取你的微信聊天记录。

A batteries-included coding agent for DeepSeek Harness — Claude Code-style workflows, your choice of models, TUI, skills, subagents, hooks, MCP, memory, and worktrees.

One MCP server, 270 tools, replaces 75+ — files, shell, GitHub, Android, desktop vision, security & forensics, persistent memory.

Persistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor long-term memory across sessions — one Rust binary, one local SQLite database, no server.

A free, open-source MCP server for Speediance Gym Monster training data — session history, per-set logs, rowing telemetry, workouts and a coaching memory. Self-hosted alternative to GM Manager.

A method-of-loci agent for the physical world. Memory lives on the object, not the app. Remote MCP server (observe / ask / commit).

Project Observatory by PassionCode.ai — a local dashboard and Mac app for the projects your agents work on: Git activity, findings, agent memory over MCP and known-key exposure.

Persistent memory for coding agents: an MCP server for Claude Code, Claude Desktop, Cursor and VS Code Copilot. Install once from npm or PyPI, then it runs offline.

shyn — a register of your days. Local-first memory for your Mac: pages, meetings, notes — encrypted on-device, recalled by your AI over MCP.

An MCP server that exposes an enterprise ontology as an agent's semantic memory layer. Agents read the ontology schema, query named competency questions or raw Cypher, write validated instance data,...

MCP server for AI memory - store and retrieve context across AI conversations

A sandboxed written in Python (FastMCP). It gives an AI agent safe file, search, git-lite and handoff tools inside one workspace folder, and doubles as shared memory between sessions through a...