Best Agent Memory Mcp

Best Agent Memory MCP servers, ranked and compared: long-term memory for Claude Code, Codex, Cursor and any MCP client. Glen, Mem0, Supermemory, Zep, Hindsight, Basic Memory, claude-mem, Graphiti, Cognee, the official memory server and more, with storage, capture model, team sharing, license and live stars.

開源上線中

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加入到你的工具

加入 Cursor 加入 VS Code

Claude Code：在終端機執行這行指令

claude mcp add memory --env MEMORY_FILE_PATH=YOUR_MEMORY_FILE_PATH -- npx -y @modelcontextprotocol/server-memory

Claude Desktop 與其他工具：把這段貼到設定檔

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-memory"
      ],
      "env": {
        "MEMORY_FILE_PATH": "YOUR_MEMORY_FILE_PATH"
      }
    }
  }
}

加入後需要填入： MEMORY_FILE_PATH

依據專案 README 裡的設定範例產生。按鈕會開啟你電腦上的應用程式，加入前它會先請你確認。

安裝

npx @tryglen/cli@latest install

npx mcp-add --name mem0-mcp --type http --url "https://mcp.mem0.ai/mcp" --clients <client>

claude mcp add --transport http hindsight http://localhost:8888/mcp/<bank_id>/

取自專案的 README。執行前請先確認它會做什麼。

README 掃描安全

README 要你執行的指令中，沒有發現有風險的內容。

我們只掃描 README，不掃描程式碼。沒有發現問題不代表一定安全。掃描方式

Best Agent Memory Mcp 的替代方案

同類型中主題重疊最多的項目，星數多的排前面。

Memorix

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, Open

934

Iai Personal Memory Engine

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more.

923

Projectmem

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Ant

882

Okf Agent Memory

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zer

866

Hippo Memory

Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer for your AI harness that connects across your different tool

792