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/ayhammouda/python-docs-mcp-server/claude-mdgit clone --depth 1 https://github.com/ayhammouda/python-docs-mcp-serverWhat 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 | $0.00151 | $0.00151 |
| Opus 5 | $0.00076 | $0.00076 |
| Sonnet 5 | $0.00030 | $0.00030 |
| Haiku 4.5 | $0.00015 | $0.00015 |
Grade A, and why
python-docs-mcp-server CLAUDE.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 2d 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
Claude Compatibility Notes
Use AGENTS.md as the canonical repository guidance.
This file is intentionally thin so Claude-compatible tools can find the repo rules without carrying a second copy of project policy.
Key points:
- Start with
README.mdandCONTRIBUTING.mdfor current repo truth. - Treat
.planning/as archival context, not live instructions. - Use official docs first for MCP, OpenAI/Codex, and Python SDK behavior.
- Do not add extra MCP servers or repo-local custom skills unless there is a clear, repeated project need.
- Use
.github/INTEGRATION-TEST.mdfor manual MCP QA and.github/RELEASE.mdfor release-specific steps.
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.
- 2d ago First seen · 17 lines · 151 tokens per session scan A 8d12f8f7ebd9
python-docs-mcp-server CLAUDE.md is an instructions file published in the GitHub repository ayhammouda/python-docs-mcp-server (7 stars, last pushed 8d ago), licensed MIT. It adds 151 tokens to every session, about $0.0008 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.
Other instructions, from other repositories
ai-iq CLAUDE.md
Instructions for kobie3717/ai-iq, covering ai-iq plugin, memory commands, add memories, search and beliefs & predictions.
agentic-project-template AGENTS.md
Instructions for pueraeternis/agentic-project-template, covering agents.md, ai agent guide, purpose, repository philosophy and framework overview.
extract-llms-docs AGENTS.md
AGENTS.md instructions for nirholas/extract-llms-docs, covering extract-llms-docs development guidelines, project overview, terminal management and contributing.
extract-llms-docs copilot-instructions.md
Copilot instructions for nirholas/extract-llms-docs, covering extract-llms-docs and terminal management.
extract-llms-docs CLAUDE.md
Claude Code instructions for nirholas/extract-llms-docs, covering extract-llms-docs and terminal management.
extract-llms-docs GEMINI.md
Gemini CLI instructions for nirholas/extract-llms-docs, covering extract-llms-docs and terminal management.