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MCP server · RAG

Memstrata

by · github.com/ConsultRuss/memstrata

Semantic memory MCP server (FastMCP + Postgres/pgvector) with tiered recall depth for token economy. Ships a retrieval-quality eval suite — precision@5 0.69, recall@10 0.82.

Unclaimed evaluationfastmcpllmmcpmodel-context-protocolpgvectorpostgresqlragself-hostedsemantic-search
InstallView source
34Low

Scored a month ago · breakdown

About Memstrata

Memstrata is an MCP server published by ConsultRuss in the RAG category: semantic memory MCP server (FastMCP + Postgres/pgvector) with tiered recall depth for token economy. Ships a retrieval-quality eval suite — precision@5 0.69, recall@10 0.82.

Install

From source
git clone https://github.com/ConsultRuss/memstrata

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.

Tools (8)

delete_memoryIrreversible removal

Parameters not published.

get_briefingsActive briefings for session start

Parameters not published.

get_memoryFull record by ID

Parameters not published.

pin_briefingPin a memory as an active briefing with TTL

Parameters not published.

save_memoryStore content + optional summary, category, metadata; embeds on write

Parameters not published.

search_memoriesSemantic (pgvector cosine) or keyword (`websearch_to_tsquery`) via `mode`; depth via `depth`

Parameters not published.

statsCounts by category, embedding coverage, briefing slots

Parameters not published.

update_memoryMutate content/metadata — **re-embeds when content changes**

Parameters not published.

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Security checks

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Questions

About Memstrata

How do I install Memstrata?

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

Is Memstrata safe to use with an AI agent?

Its trust score is 34 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 Memstrata still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.