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MCP Server Memory Low risk

Auditable memory layer for AI agents: zero-LLM-call local ingest (~10ms/msg, air-gapped), matches Mem0 on accuracy at ~1000x lower ingest cost, bi-temporal belief-state, MCP server. Honest LoCoMo/LongMemEval benchmarks. Open source (Apache-2.0).

面向 AI 智能体的可审计记忆层:零 LLM 调用的本地摄取(约 10ms/条消息,气隙部署),准确率与 Mem0 相当而摄取成本低约 1000 倍,双时态信念状态,MCP 服务器。诚实的 LoCoMo/LongMemEval 基准测试。开源(Apache-2.0)。

How to install

No unified install command; see the repository README.

Recommendation signals

45 Tool quality · Based on stars, downloads, maintenance, security and docs
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Meta

License
Apache-2.0
Language
Python
GitHub stars
6
mo. downloads
Last push
2026-09-04
Created
2026-07-14

Links

Basic safety check

Findings
curated 收录但无 npm 包/安装命令
Sources
curated:punkpeye/awesome-mcp-servers
Topics
agent-memory, ai-agents, ai-memory, benchmarks, llm, local-first, locomo, longmemeval, mcp, mcp-server, mem0-alternative, model-context-protocol, python, rag, retrieval

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