What is windows-local-mcp-python AGENTS.md?

A set of project instructions for coding agents working on a Python project that runs local MCP servers on Windows. It covers communication language, keeping product behavior intact, judging security findings, and matching documentation with the implementation.

Use it when making or reviewing changes in the windows-local-mcp-python project, especially changes involving security, documentation, or existing product behavior.

It gives the agent project-specific rules that are easy to miss, reducing inconsistent changes and misleading security fixes.

How likefack/windows-local-mcp-python configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to likefack/windows-local-mcp-python. 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/likefack/windows-local-mcp-python/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/likefack/windows-local-mcp-python

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/likefack/windows-local-mcp-python/agents-md/github.svg)](https://agentmods.dev/instructions/likefack/windows-local-mcp-python/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/likefack/windows-local-mcp-python/agents-md"><img src="https://agentmods.dev/badge/instructions/likefack/windows-local-mcp-python/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/likefack/windows-local-mcp-python/agents-md"><img src="https://agentmods.dev/badge/instructions/likefack/windows-local-mcp-python/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 3,852 This file is loaded in full into every session.

When invoked 3,852 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.03852	$0.03852
Opus 5.5	$0.01541	$0.01541
Sonnet 5.5	$0.00770	$0.00770
Haiku 4.5	$0.00385	$0.00385

Measured 1mo ago against content hash 4271f504dd87, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

windows-local-mcp-python 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 1mo 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 · 90 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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.

1mo ago Changed · -5 tokens per session 4271f504dd87
2mo ago First seen · 90 lines · 3,857 tokens per session scan A c9532cacffbb

Subscribe to this mod's changes

windows-local-mcp-python AGENTS.md is an instructions file published in the GitHub repository likefack/windows-local-mcp-python (0 stars, last pushed 1mo ago), with no licence file. It adds 3,852 tokens to every session, about $0.0154 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.

windows-local-mcp-python AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
windows-local-mcp-python AGENTS.mdlikefack/windows-local-mcp-python	Instructions file	0	1mo ago	none	A	3,852	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

windows-local-mcp-python: Instructions file for Codex