agentic-box / memora
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
Why this job: says: semantic search; topics: rag, semantic-search, knowledge-graph
What it does
- Persistent Storage. SQLite with optional cloud sync (S3, R2, D1)
- Multi-database routing. One process serves many stores; a workspace reaches its own at /mcp/ (see Multi-database routing)
- Hierarchical Organization. Section/subsection structure with auto-hierarchy assignment
- Export/Import. Backup and restore with merge strategies
- Absorb. Feed facts in; an LLM classifies each against the store (duplicate / update / contradiction / related / new), skips duplicates, links relations, and consolidates related facts — with dry_run preview
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 13 days ago
- Stars
- 747
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.5.5
- Released 46 days ago
- Built with
- Python
- 84% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 83% closed
- 2 still open
- Pull requests
- 26 merged
- 3 waiting
- Releases
- 35
- 30+ in the last year
- No contributing guide
- No security policy
- No code of conduct
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| devwhodevs / engraph | 175 | 5 months ago | MIT | Mac, Linux |
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More: languages, topics and project record
Languages
- Python 84%
- HTML 6%
- Shell 6%
- TypeScript 2%
Topics
- ai-agent
- claude
- knowledge-graph
- llms
- mcp
- mcp-server
- memory
- rag
- semantic-search
- semantic-search-algorithm
- agent-memory
- claude-code
Project record
- JobRAG and search
- StatusListed
- Commits723
- Forks84
- Watching5
- Stars in 28 days+11
- CreatedSep 19, 2025
- First seen by usNov 7, 2026
- CheckedNov 9, 2026