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 agentmods add instructions/ronasit/open-webui-mcp-server/agents-mdgit clone --depth 1 https://github.com/RonasIT/open-webui-mcp-serverWrote 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/instructions/ronasit/open-webui-mcp-server/agents-md)<a href="https://agentmods.dev/instructions/ronasit/open-webui-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/ronasit/open-webui-mcp-server/agents-md.svg" alt="Measured on agentmods" 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 | $0.00096 | $0.00096 |
| Opus 5 | $0.00048 | $0.00048 |
| Sonnet 5 | $0.00019 | $0.00019 |
| Haiku 4.5 | $0.00010 | $0.00010 |
Grade A, and why
open-webui-mcp-server AGENTS.md 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- open-webui-mcp-server-python AGENTS.md — 100% identical, 0 lines differ
What it actually says
AI Agent Guidelines
- Always ask questions before implementation if something is unclear
- Always read existing files before modifying them
- Check for lint errors after making changes and fix them
- When adding new features, follow existing patterns in the codebase
- Suggest updates to this
AGENTS.mdfile when discovering new patterns, but only apply after user confirmation - Do not leave obvious comments in code
- Do not create new documentation until I asked to do so
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 First seen · 10 lines · 96 tokens per session scan A 8738bd960d16
open-webui-mcp-server AGENTS.md is an instructions file published in the GitHub repository RonasIT/open-webui-mcp-server (11 stars, last pushed 7d ago), licensed MIT. It adds 96 tokens to every session, about $0.0005 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 2026-08-30.
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