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MCP server · RAG

Dense Mem

by · github.com/markhuangai/dense-mem

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.

Unclaimed agent-memoryai-memoryconflict-detectiondockerembeddingsgolangknowledge-graphllm-memorymcpmcp-servermodel-context-protocolneo4jpostgresqlprovenanceragself-hostedvector-search
InstallView source
34Low

Scored 4 months ago · breakdown

About Dense Mem

Dense Mem is an MCP server published by markhuangai in the RAG category: self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.

The repository has 39 stars and 6 forks, with the last commit 11 hours ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/markhuangai/dense-mem

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 (9)

correct_relationshipProduction

Parameters not published.

eval_list_knowledge_refsEvaluation harness

Parameters not published.

eval_run_recall_caseEvaluation harness

Parameters not published.

export_memory_packProduction

Parameters not published.

recall_memoryProduction

Parameters not published.

rememberBoth

Parameters not published.

retract_evidenceProduction

Parameters not published.

submit_recall_session_feedbackProduction

Parameters not published.

trace_memoryProduction

Parameters not published.

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Security checks

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Questions

About Dense Mem

How do I install Dense Mem?

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

Is Dense Mem 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 Dense Mem still maintained?

Yes — the last commit was 11 hours ago. The repository has 39 stars and 6 forks.