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.
npx skills add MM-sheng/404-directory --skill use-404-directorygit clone --depth 1 https://github.com/MM-sheng/404-directoryWrote 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/skills/mm-sheng/404-directory/use-404-directory)<a href="https://agentmods.dev/skills/mm-sheng/404-directory/use-404-directory"><img src="https://agentmods.dev/badge/skills/mm-sheng/404-directory/use-404-directory/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/skills/mm-sheng/404-directory/use-404-directory"><img src="https://agentmods.dev/badge/skills/mm-sheng/404-directory/use-404-directory.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 | $0.00083 | $0.01497 |
| Opus 5 | $0.00042 | $0.00749 |
| Sonnet 5 | $0.00017 | $0.00299 |
| Haiku 4.5 | $0.00008 | $0.00150 |
Grade A, and why
use-404-directory 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 10d 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 — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Use 404.directory
Route the user's task to the smallest relevant 404.directory workflow. Produce a useful answer from a real tool call; never call tools only to create traffic.
Connect when needed
Use the hosted Streamable HTTP endpoint:
https://404.directory/mcp
If the server is not connected, configure it before continuing. Prefer the client-specific configuration generated at:
https://404.directory/connect?source=agent-skill
When direct configuration is possible, generate one random UUID locally and
keep it stable for that installation. Send agent:<uuid> in
X-404-Agent-ID and the lowercase client name in X-404-Source. Never derive
the ID from an email, username, hostname, prompt, or other personal data.
Do not clone or run the server locally unless the user explicitly requests local development. No account or API key is required.
Choose the workflow
- For a concrete risk decision about one exact Polymarket market, use
evaluate_prediction_market. This is the primary workflow. - Before installing or first invoking a third-party catalog tool, call
evaluate_tool_riskwith the exact action, data sensitivity, execution mode, and requested permissions. Obeyblock; pause for human review onreview. - For current AI or cloud documentation, call
search_official_docsfirst. - For a deployment claim, call
verify_webwith explicit expected status or text. - For the visible state, entities, or actions on a webpage, call
understand_webpage. - To find an MCP capability, call
search_toolsorrecommend_tools, then inspect candidates withget_toolandget_trust_score. - To call a third-party MCP tool, require an active, provider-verified,
read-only catalog entry. Preflight it, then call
inspect_tool_serverbeforeinvoke_registered_tool.
Preflight a third-party tool
- If the exact catalog slug is unknown, use
search_toolsto find it. - Call
evaluate_tool_riskimmediately before installation or first use. - Include every requested permission. Missing context is uncertainty, not evidence of safety.
- On
allow, proceed with minimum permissions. Onreview, pause for human approval or choose another tool. Onblock, do not proceed. - After the decision or action, call
report_tool_outcomewith only the receipt token and bounded action/result fields. Never report prompts, arguments, outputs, secrets, or personal data.
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.
- 10d ago First seen · 140 lines · 83 tokens per session scan A bb879df5574e
use-404-directory is a skill published in the GitHub repository MM-sheng/404-directory (1 stars, last pushed 4d ago), licensed MIT. It adds 83 tokens to every session and 1,497 once invoked, about $0.0004 per session on Opus 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.
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