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MCP server · RAG

TeamAgentMemory

by · github.com/hsuanshao/TeamAgentMemory

Self-hosted memory service for AI agents that work in teams, written in Rust: layered L0→L3 memory, async LLM distillation, hybrid BM25 + vector recall, and department/team/member isolation. SQLite or Postgres, any OpenAI-compatible LLM.

Unclaimed agent-memoryaiai-agent-memoryai-agentsclaude-codeclaude-code-plugincodexdockerhermes-agentllmlong-term-memorymcpmodel-context-protocolpgvectorpostgresqlragredisrustself-hostedsqlite
InstallView source
33Low

Scored 3 hours ago · breakdown

About TeamAgentMemory

TeamAgentMemory is an MCP server published by hsuanshao in the RAG category: self-hosted memory service for AI agents that work in teams, written in Rust: layered L0→L3 memory, async LLM distillation, hybrid BM25 + vector recall, and department/team/member isolation. SQLite or Postgres, any OpenAI-compatible LLM.

The repository has 39 stars and 14 forks, with the last commit yesterday. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/hsuanshao/TeamAgentMemory

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About TeamAgentMemory

How do I install TeamAgentMemory?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is TeamAgentMemory safe to use with an AI agent?

Its trust score is 33 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is TeamAgentMemory still maintained?

Yes — the last commit was yesterday. The repository has 39 stars and 14 forks.