rohitg00/agentmemory

v0.7.4 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 1mo AI Agents & Assistants

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

agentmemory agents ai claude claudecode codex

+7 more

copilot cursor genai harness hermes memory openclaw

Summary

AI summary

Updates Trigger via MCP memory_reflect, Also in this release, and Stats across a mixed release.

Full changelog

What's New

Reflect — higher-order insight synthesis (#89)

The headline feature competitors like Hindsight charge for. memory_reflect traverses the knowledge graph, groups related memories by concept clusters, and synthesizes higher-order insights via LLM.

# Trigger via MCP
memory_reflect

# Or REST
POST /agentmemory/reflect

How it works:

Finds high-degree concept nodes in the knowledge graph
BFS clusters related concepts (depth=2)
Gathers semantic memories, lessons, and crystals for each cluster
LLM synthesizes cross-cutting insights (capped at 5 per cluster, 50 total)
Deduplicates via SHA-256 fingerprint — re-synthesis reinforces existing insights
Falls back to Jaccard document-similarity grouping when graph is empty

New type: Insight — confidence-scored, fingerprint-deduped, with daily decay sweep

New MCP tools: memory_reflect (in ESSENTIAL set), memory_insight_list
New REST: POST /reflect, GET /insights, POST /insights/search
Integrated: Runs as "reflect" tier in consolidation pipeline (after semantic, before procedural)

Also in this release

#84 Fixed CrystallizableAction type error
#85 npm package reduced from 40MB to 11.6MB
#86 22 tests for lessons
#87 11 tests for obsidian-export
#88 Viewer: Actions tab (status filter, frontier highlights) + Crystals tab (card layout)
#92 README function table: all 89 mem:: functions documented in categories

Stats

43 MCP tools (8 visible by default)
103 REST endpoints
627 tests

Install: npm install @agentmemory/agentmemory

Full Changelog

https://github.com/rohitg00/agentmemory/compare/v0.7.3...v0.7.4

View diff on GitHub

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