crawl4ai-mcp-py: Instructions file for Codex

AGENTS.md

crawl4ai-mcp-py AGENTS.md is an instructions file for Codex, OpenCode from gkzhb/crawl4ai-mcp-py. It costs 38 tokens per session, scanned A, original, MIT.

Repository instructions for crawl4ai-mcp-py, a Python project containing several MCP servers. A monorepo keeps multiple related projects in one repository, and uv manages this project's Python environment and packages.

In plain words
What is it for?
Navigating the packages/ directory and working on the project's Python MCP servers built with FastMCP.
Why use it?
They explain the repository layout and development context so work is directed to the correct package.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is gkzhb/crawl4ai-mcp-py's own configuration. It tells Codex and OpenCode how to work on crawl4ai-mcp-py itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything crawl4ai-mcp-py configures →

Reuse

Borrowing it

Nothing to install: this file belongs to gkzhb/crawl4ai-mcp-py. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/gkzhb/crawl4ai-mcp-py/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/gkzhb/crawl4ai-mcp-py

Made for: Codex, OpenCode.

Wrote 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.

agentmods badge for crawl4ai-mcp-py AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/gkzhb/crawl4ai-mcp-py/agents-md/github.svg)](https://agentmods.dev/instructions/gkzhb/crawl4ai-mcp-py/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/gkzhb/crawl4ai-mcp-py/agents-md"><img src="https://agentmods.dev/badge/instructions/gkzhb/crawl4ai-mcp-py/agents-md/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.

agentmods 80×15 button for crawl4ai-mcp-py AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/gkzhb/crawl4ai-mcp-py/agents-md"><img src="https://agentmods.dev/badge/instructions/gkzhb/crawl4ai-mcp-py/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 This file is loaded in full into every session.
When invoked 38 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.00038
Opus 5.5 $0.00015 $0.00015
Sonnet 5.5 $0.00008 $0.00008
Haiku 4.5 $0.00004 $0.00004

Measured 2mo ago against content hash 8254f1e2f28c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

crawl4ai-mcp-py 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 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.

AGENTS.md · 6 lines

What it actually says

项目介绍

这是一个 uv monorepo 项目,包含多个 MCP Server,使用 python fastmcp 来实现。

所有项目在 packages/ 目录下。

Changes

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.

  1. 2mo ago First seen · 6 lines · 38 tokens per session scan A 8254f1e2f28c

Subscribe to this mod's changes

crawl4ai-mcp-py AGENTS.md is an instructions file published in the GitHub repository gkzhb/crawl4ai-mcp-py (2 stars, last pushed 7mo ago), licensed MIT. It adds 38 tokens to every session, 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.

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