agentmemory-architecture
How agentmemory is built, the iii engine primitives it runs on, its storage
by rohitg00Free
Description
Agentmemory-architecture explains how agentmemory is built and how it stores what it remembers. Agentmemory is a memory server for coding agents that runs locally, captures observations, indexes them for hybrid retrieval and serves them back over REST and MCP. It is built on the iii engine, where everything is a function, a trigger or worker state, and new capabilities are added as a new function plus a trigger rather than through a separate plugin system. Recall combines BM25 keyword search with configured vector similarity and graph expansion. A clean installation without an embedding provider uses BM25 and needs no API key, and on-device embeddings can be turned on with an environment setting. Memories carry content, concepts, files, importance and timestamps, and are grouped into sessions and optionally linked to commits. A lifecycle of capture, compression, consolidation and forgetting keeps the store useful over time. The skill also lists the default ports and the viewer. It is used when reasoning about how memory is stored or why retrieval behaves the way it does.…
Highlights
- Local memory server built on the iii engine
- Hybrid recall: BM25, vector similarity and graph expansion
- Works without an embedding provider or API key
- Lifecycle of capture, compress, consolidate and forget
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agentmemory-architecture FAQ
What is agentmemory?
A local memory server for coding agents that captures observations and serves them back through REST and MCP.
Does it need an API key?
No. A clean installation without an embedding provider uses BM25 keyword search, which needs no API key.
How is recall done?
Recall combines BM25 keyword search with configured vector similarity and graph expansion.
Who is it for?
Developers who want to understand how agentmemory stores and retrieves memories before they rely on it.
How do I install it?
Run npx skills add https://github.com/rohitg00/agentmemory --skill agentmemory-architecture in your terminal.
Is it free?
The listing shows the skill as free.
What security audits has it passed?
skills.sh lists three audits: Gen Agent Trust Hub Pass, Socket Pass and Snyk Pass.
What are the best agentmemory-architecture alternatives?
Popular alternatives to agentmemory-architecture include hindsight-docs, agentmemory-mcp-tools and recall. See all agentmemory-architecture alternatives