Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/Wuesteon/lean-memoryWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/wuesteon/lean-memory/memory-ui)<a href="https://agentmods.dev/commands/wuesteon/lean-memory/memory-ui"><img src="https://agentmods.dev/badge/commands/wuesteon/lean-memory/memory-ui/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/wuesteon/lean-memory/memory-ui"><img src="https://agentmods.dev/badge/commands/wuesteon/lean-memory/memory-ui.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00013 | $0.00303 |
| Opus 5.5 | $0.00005 | $0.00121 |
| Sonnet 5.5 | $0.00003 | $0.00061 |
| Haiku 4.5 | $0.00001 | $0.00030 |
Grade A, and why
memory-ui scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Start the transient read-only console over the resolved data root and open the
tokened URL. The server binds 127.0.0.1, prints a URL containing a
single-use session token, and runs until you press Ctrl-C.
Run the console and surface its URL. serve runs in the foreground and blocks
until you press Ctrl-C; if you need to keep working in this shell, launch it as
a background job with a trailing &:
!lean-memory-console serve
Notes for the user:
- The console is read-only over stored memory content. The only write it performs is the manual test-search box, which runs a real engine search and therefore bumps access stats (this is observability of live search, not a memory mutation).
- It serves exactly one data root:
--root>LM_DATA_ROOT>~/.lean_memory. If your agent wrote to the engine's own default./lm_data, pass--root ./lm_dataso you inspect the right root (see/memory:status). - The session token dies with the process. Closing the terminal (Ctrl-C) stops the server.
If a browser did not open automatically, open the printed
http://127.0.0.1:8377/?token=… URL manually.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 28 lines · 13 tokens per session scan A b9418c1d0007
memory-ui is a command published in the GitHub repository Wuesteon/lean-memory (43 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 13 tokens to every session and 303 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
memory-ui compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| memory-uiWuesteon/lean-memory | Command | 43 | 3mo ago | Apache-2.0 | A | 13 | Claude Code |
| screenshotStarTrail-org/PixelRAG | Command | 11k | yesterday | Apache-2.0 | A | 12 | Claude Code |
| learnReflexioAI/claude-smart | Command | 791 | 3d ago | Apache-2.0 | A | 14 | Claude Code |
| memory-storeverygoodplugins/mcp-automem | Command | 66 | today | MIT | A | 10 | Claude Code |
| analyze-contextRohiRIK/OpenLtm | Command | 29 | 8d ago | MIT | A | 39 | Claude Code |
| cc-memoryTheLobbi/claude | Command | 21 | 7d ago | MIT | A | 0 | Claude Code |
| lians-recallLians-ai/Lians | Command | 17 | 5d ago | Apache-2.0 | A | 19 | Claude Code |