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supermemoryai/supermemory-mcp
默认分支 master · commit 84f5dc9f · 扫描时间 2026/5/22 15:27:46
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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。
共 2 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。
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。
- hightopics#1Add 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#2Move 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#3Clarify 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。
- langchain-ai/langchain · 被推荐 1 次
- run-llama/llama_index · 被推荐 1 次
- redis/redis · 被推荐 1 次
- PostgreSQL · 被推荐 1 次
- 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:
- LangChain (langchain-ai/langchain)
- LlamaIndex (run-llama/llama_index)
- Redis (redis/redis)
- PostgreSQL
- SQLite
- OpenAI's Chat Completions API (openai/openai-python)
- Anyscale Endpoints
- 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:
- Mem
- Obsidian
- Notion
- Logseq (logseq/logseq)
- Personal AI
- 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 completenesspass
- README presencepass
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?passAI 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?passAI 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?passAI 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。
[](https://repogeo.com/zh/r/supermemoryai/supermemory-mcp)<a href="https://repogeo.com/zh/r/supermemoryai/supermemory-mcp"><img src="https://repogeo.com/badge/supermemoryai/supermemory-mcp.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
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