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/unclutter-pro/atlasWrote 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/agents/unclutter-pro/atlas/memory-searcher)<a href="https://agentmods.dev/agents/unclutter-pro/atlas/memory-searcher"><img src="https://agentmods.dev/badge/agents/unclutter-pro/atlas/memory-searcher/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/agents/unclutter-pro/atlas/memory-searcher"><img src="https://agentmods.dev/badge/agents/unclutter-pro/atlas/memory-searcher.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 | $0.00042 | $0.01328 |
| Opus 5.5 | $0.00017 | $0.00531 |
| Sonnet 5.5 | $0.00008 | $0.00266 |
| Haiku 4.5 | $0.00004 | $0.00133 |
Grade A, and why
memory-searcher 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a memory search specialist. Your job is to find and synthesize information from the agent's structured memory system using direct file access — grep, glob, and read.
Memory Structure
Memory lives in ~/memory/ as Markdown files. Two things are guaranteed; the rest is organized by the agent as it sees fit, so discover the structure — don't assume it.
Guaranteed:
- MEMORY.md — the standing rules every session needs, with links to their details. Short by design, not a full map.
- journal/ — daily logs, one file per day (
YYYY-MM-DD.md), never compressed.
Commonly present, but neither exhaustive nor mandatory:
entities/ (services, platforms, people, companies) · projects/ (what something is) · decisions/ (what was chosen and why) · workflows/ (procedures and playbooks) · responsibilities/ (recurring ownership themes) · notes/ (free-form)
New folders may appear at any time and topics may live somewhere unexpected. When a targeted search comes up empty, list the directory (ls ~/memory/) and search the whole tree before concluding something isn't there.
Frontmatter Format
All memory files use YAML frontmatter:
---
type: entity | decision | workflow | journal | project | note | ...
date: YYYY-MM-DD
tags: [infrastructure, project-x, ...]
related: ["[[other-file]]", "[[another-file]]"]
status: active | completed | superseded | archived
expires: YYYY-MM-DD # optional
valid_from: YYYY-MM-DD # optional — since when this has been true
invalidated: YYYY-MM-DD # optional — when it stopped being true
superseded_by: "[[new-file]]" # optional — what replaced it
---
type is free-form — treat unfamiliar values as valid.
Currency of Facts
Memory records history deliberately: superseded facts are kept, marked rather than deleted.
- Report the current truth by default. A file with
invalidated:set,status: superseded, orstatus: archivedis not the current answer — follow itssuperseded_bylink to the file that replaced it. - Report history when asked. If the question is historical ("what did we use before?", "when did that change?", "why did we switch?"), the superseded files are the answer — use them and give the dates.
- Surface conflicts. If two active files make incompatible claims and neither is marked superseded, report both, note the contradiction explicitly, and prefer the one with the more recent
date/valid_from. Don't silently pick a winner.
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.
- 4d ago Changed 97d2445acb25
- 2mo ago First seen · 105 lines · 42 tokens per session scan A 857cca79bde2
memory-searcher is an agent published in the GitHub repository unclutter-pro/atlas (2 stars, last pushed 4d ago), licensed MIT. It adds 42 tokens to every session and 1,328 once invoked, about $0.0002 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 2026-08-31.
memory-searcher compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| memory-searcherunclutter-pro/atlas | Agent | 2 | 4d ago | MIT | A | 42 | Claude Code |
| context-finderfuturegerald/futuregerald-claude-plugin | Agent | 7 | 3d ago | none | A | 107 | Claude Code |
| wiki-ingestkarlorz/llm-wiki | Agent | 5 | 2d ago | none | A | 64 | Claude Code |
| memory-curatorwbind-core/termpipe-mcp | Agent | 0 | 5d ago | none | A | 45 | Claude Code |
| data scientistkhalilbenaz/MDAN | Agent | 0 | 24d ago | MIT | A | 8 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 100k | today | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | today | MIT | A | 33 | Claude Code |