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supermemoryai/supermemory-mcp

默认分支 master · commit 84f5dc9f · 扫描时间 2026/5/22 15:27:46

星标 1,691 · Fork 175

本仓库扫描历史

下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。

分数趋势(左 → 右:旧 → 新)

共 2 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。

AI 可见性总分
33 /100
亟需修复
品类召回
0 / 2
在所有问题中均未被推荐
规则结果
通过 2 · 警告 0 · 失败 0
客观元数据检查
AI 认识你的名字
2 / 3
直接询问时,AI 是否点名你的仓库
如何阅读这份报告

行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 supermemoryai/supermemory-mcp 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。

行动计划 — 可复制粘贴的修复

3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。

整体方向
  • hightopics#1
    Add category-defining topics

    原因:

    当前
    ["cloudflare", "mcp"]
    复制粘贴的修复
    ["llm-memory", "ai-memory", "universal-memory", "llm-orchestration", "personal-ai", "knowledge-management", "llm-agents", "memory-control-plane", "supermemory"]
  • highreadme#2
    Move core value proposition to the top of the README

    原因:

    当前
    # Supermemory MCP - Universal Memory across LLMs
    
    > [!WARNING] 
    > MCP v1 is being deprecated. Please get the latest version from app.supermemory.ai.
    > While this repo is maintained and still active, the code for it will be maintained in this moonorepo here https://github.com/supermemoryai/supermemory/tree/main/apps/mcp
    
    [](https://www.producthunt.com/products/supermemory?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_source=badge-universal-memory-mcp)
    
    Click below for one click install with `.dxt`
    
    <a href="https://assets.supermemory.ai/mcp-dxt.dxt">
      
    </a>
    
    Read a detailed blog about it - https://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps 
    
    **Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.**
    复制粘贴的修复
    # Supermemory MCP - Universal Memory across LLMs
    
    **Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.**
    
    Which means you can carry your memories to any MCP client. and it just works!
    
    > [!WARNING] 
    > MCP v1 is being deprecated. Please get the latest version from app.supermemory.ai.
    > While this repo is maintained and still active, the code for it will be maintained in this moonorepo here https://github.com/supermemoryai/supermemory/tree/main/apps/mcp
    
    [](https://www.producthunt.com/products/supermemory?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_source=badge-universal-memory-mcp)
    
    Click below for one click install with `.dxt`
    
    <a href="https://assets.supermemory.ai/mcp-dxt.dxt">
      
    </a>
    
    Read a detailed blog about it - https://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps
  • mediumreadme#3
    Clarify the project's status and relationship to the monorepo

    原因:

    当前
    > [!WARNING] 
    > MCP v1 is being deprecated. Please get the latest version from app.supermemory.ai.
    > While this repo is maintained and still active, the code for it will be maintained in this moonorepo here https://github.com/supermemoryai/supermemory/tree/main/apps/mcp
    复制粘贴的修复
    > [!WARNING] 
    > **This repository hosts the original Supermemory MCP v1 client/server, which is being deprecated.** Please get the latest version and ongoing development from app.supermemory.ai or the main monorepo: https://github.com/supermemoryai/supermemory/tree/main/apps/mcp. This repo is maintained for existing v1 users but new features will not be added here.

本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash

品类可见性 — 真正的 GEO 测试

向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?

各模型使用同一组问题 — 切换标签对比回答与排名。

召回
0 / 2
0% 的问题里出现了 supermemoryai/supermemory-mcp
平均排名
越小越好。#1 表示首位推荐。
声量占比
0%
在所有被点名的工具中,你占了多少?
头号对手
langchain-ai/langchain
在 2 个问题中被推荐 1 次
竞品排行
  1. langchain-ai/langchain · 被推荐 1 次
  2. run-llama/llama_index · 被推荐 1 次
  3. redis/redis · 被推荐 1 次
  4. PostgreSQL · 被推荐 1 次
  5. SQLite · 被推荐 1 次
  • 品类问题
    How can I transfer conversational memory between different large language models?
    你:未被推荐
    AI 推荐顺序:
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Redis (redis/redis)
    4. PostgreSQL
    5. SQLite
    6. OpenAI's Chat Completions API (openai/openai-python)
    7. Anyscale Endpoints
    8. Together AI

    AI 推荐了 8 个替代方案,却始终没点名 supermemoryai/supermemory-mcp。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    Seeking a tool to unify personal context and knowledge across multiple AI assistants.
    你:未被推荐
    AI 推荐顺序:
    1. Mem
    2. Obsidian
    3. Notion
    4. Logseq (logseq/logseq)
    5. Personal AI
    6. Rome Research

    AI 推荐了 6 个替代方案,却始终没点名 supermemoryai/supermemory-mcp。这就是要补上的差距。

    查看 AI 完整回答

客观检查

针对 AI 引擎最看重的元数据信号的规则审计。

  • Metadata completeness
    pass

  • README presence
    pass

自指检查

当被直接问到你时,AI 是否还知道你的仓库存在?

  • Compared to common alternatives in this category, what is the core differentiator of supermemoryai/supermemory-mcp?
    pass
    AI 明确点名了 supermemoryai/supermemory-mcp

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

  • If a team adopts supermemoryai/supermemory-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 supermemoryai/supermemory-mcp

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

  • In one sentence, what problem does the repo supermemoryai/supermemory-mcp solve, and who is the primary audience?
    pass
    AI 未点名 supermemoryai/supermemory-mcp —— 很可能在说另一个项目

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

嵌入你的 GEO 徽章

把这个徽章贴进 supermemoryai/supermemory-mcp 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。

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supermemoryai/supermemory-mcp — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。

  • 深度报告每月 10 次
  • 无品牌品类查询5,轻量 2
  • 优先行动项8,轻量 3