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Uranid / mnem

Git for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.

Why this job: says: memory layer; topics: agent-memory

What it does

Drop in source code, PDFs, Markdown docs, conversation exports, or whole directories and mnem parses, chunks, and indexes them in one command. File types are auto-detected: heading-aware chunking for Markdown, function- and class-level parsing for source code across many languages, sliding-window extraction for PDFs. No LLM call at ingest, so the same input always produces the same graph; re-ingesting an unchanged file is a no-op.

Get started

# Linux only: sudo apt-get install g++ (Debian/Ubuntu/WSL)  or  sudo dnf install gcc-c++ (Fedora/RHEL)
cargo install --locked mnem-cli --features bundled-embedder
Maintenance
Active
Last commit 5 months ago
Stars
125
On GitHub
Licence
Apache-2.0
Allows business use
Downloads for
Windows
From the latest release
Latest version
v0.1.7
Released 5 months ago
Built with
Rust
95% of the code

Is it looked after?

Contributors
0
Last 90 days
Issues
67% closed
1 still open
Pull requests
9 merged
9 waiting
Releases
6
6 in the last year

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More: download files, languages, topics and project record

Download files, v0.1.7

  • Windows3 files, 189 downloads

All files on GitHub (opens in new tab)

Languages

  • Rust 95%
  • Python 4%
  • Shell 1%
  • PowerShell <1%

Topics

  • agent-memory
  • graphrag
  • knowledge-graph
  • local-first
  • mcp
  • rust
  • vector-search
  • version-control

Project record

  • JobAgent memory
  • StatusListed
  • Commits85
  • Forks33
  • Watching16
  • Stars in 28 days+1
  • CreatedApr 26, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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