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MCP server · Security

Agent Memory Engine

· github.com/uudam42/agent-memory-engine

A long-term memory engine for coding agents: two-stage retrieval + gating, hybrid (vector + BM25) search, optional cross-encoder rerank, Ebbinghaus decay, and cross-session collaboration. SQLite-backed, drop-in MCP server.

Unclaimed agentagent-memoryai-agentsbm25coding-agentembeddingsllmlong-term-memorymcpmemoryragrerankersemantic-searchsqlitevector-search
InstallView source
44Fair

Scored a month ago · breakdown

About Agent Memory Engine

Agent Memory Engine is an MCP server in the Security category: a long-term memory engine for coding agents: two-stage retrieval + gating, hybrid (vector + BM25) search, optional cross-encoder rerank, Ebbinghaus decay, and cross-session collaboration. SQLite-backed, drop-in MCP server.

The repository has 5 stars and 0 forks.

Install

From source
git clone https://github.com/uudam42/agent-memory-engine

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 (7)

inspect_knowledgeInspect a KnowledgeChunk or source file range (redacted)

Parameters not published.

inspect_memoryDrill into a MemoryNode, its children, and evidence

Parameters not published.

memory_statusProject health, retrieval mode, index counts, revisions

Parameters not published.

reflect_and_writeReport validated work to the reflection pipeline

Parameters not published.

refresh_project_knowledgeTrigger incremental rescan; also builds Phase 10 proposition/paragraph/summary layers

Parameters not published.

retrieve_agent_contextRetrieve memory + knowledge before a coding task. Phase 10: pass `task_intent`, `preferred_layers`, `proposition_types` to guide granularity routing.

Parameters not published.

seed_project_context**Call once on new projects.** Write initial constraints, decisions, project description, and conventions directly as active memory nodes. Auto-extracts from README.md when fields are omitted. Eliminates cold-start problem.

Parameters not published.

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Questions

About Agent Memory Engine

How do I install Agent Memory Engine?

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

Is Agent Memory Engine safe to use with an AI agent?

Its trust score is 44 out of 100 (fair). 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 Agent Memory Engine still maintained?

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