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tstockham96-engram

Intelligent agent memory with semantic recall, automatic consolidation, contradiction detection, and bi-temporal knowledge graph. 80% on LOCOMO benchmark using 96% fewer tokens than full-context approaches.

Score
82.8402 signals
Evidence
46 stars · 5 forks
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

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What it is

Intelligent agent memory with semantic recall, automatic consolidation, contradiction detection, and bi-temporal knowledge graph. 80% on LOCOMO benchmark using 96% fewer tokens than full-context approaches.

When to use it

When an agent needs the "Knowledge & Memory" capability this MCP server exposes.

Source

Migrated from the awesome-mcp-servers navigation directory (category: Knowledge & Memory). See https://github.com/tstockham96/engram.