anywidget-mcp: Instructions file for Codex

AGENTS.md

anywidget-mcp AGENTS.md is an instructions file for Codex, OpenCode from peter-gy/anywidget-mcp. It costs 2,990 tokens per session, scanned A, original, MIT.

Repository instructions for anywidget-mcp, a workspace that connects Python widget classes to browser-rendered interactive apps through MCP, a standard for connecting tools to AI hosts.

In plain words
What is it for?
Use it to install dependencies, run checks and tests, build browser assets, and verify the packaged anywidget-mcp distribution.
Why use it?
It keeps Python responsibilities, browser responsibilities, dependencies, and shared state consistent while changes are made.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: $skill-name invocation.

This is peter-gy/anywidget-mcp's own configuration. It tells Codex and OpenCode how to work on anywidget-mcp 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 anywidget-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to peter-gy/anywidget-mcp. 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/peter-gy/anywidget-mcp/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/peter-gy/anywidget-mcp

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 anywidget-mcp AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/peter-gy/anywidget-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/peter-gy/anywidget-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 2,990 This file is loaded in full into every session.
When invoked 2,990 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 $0.02990 $0.02990
Opus 5.5 $0.01196 $0.01196
Sonnet 5.5 $0.00598 $0.00598
Haiku 4.5 $0.00299 $0.00299

Measured 1mo ago against content hash 246b26fded36, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

anywidget-mcp 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 · 248 lines

How it starts

The opening of the file, as written. The whole thing — 248 lines — stays where its author put it; the contents beside it link to each section on GitHub.

anywidget-mcp

anywidget-mcp is a uv and pnpm workspace for exposing AnyWidget classes and factories as interactive MCP Apps. Python owns registration, widget sessions, traitlets, and model-visible state. The browser app owns AnyWidget rendering and MCP host integration. Preserve that split.

Read this file before changing the repository.

Commands

Purpose Command Expected result
Install Python uv sync --all-packages --group dev Workspace and development dependencies resolve
Install JavaScript pnpm install --frozen-lockfile Vite+ workspace installs from pnpm-lock.yaml
Check JavaScript pnpm check Formatting, linting, and type checks pass
Test browser app pnpm test Vite+ tests pass
Install test browsers pnpm --filter @anywidget-mcp/e2e install-browser Chromium, Firefox, and WebKit are installed
Test integration pnpm e2e Packaged app builds and Playwright tests pass in three browsers
Test Python pnpm --filter @anywidget-mcp/python build && uv run --package anywidget-mcp pytest -q packages/anywidget-mcp/tests Browser resource builds, then Python contract tests pass
Build browser assets pnpm build Package builds and the single-file app are produced
Build distribution make package Wheel, sdist, wheel-from-sdist, import, and CLI checks pass
Full handoff gate make check Every local gate passes

Read the full file on GitHub · 248 lines

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. 1mo ago Changed · +8 lines · +117 tokens per session 246b26fded36
  2. 1mo ago Changed · +8 lines · +127 tokens per session 051f9d06f9d3
  3. 2mo ago Changed · +20 lines · +375 tokens per session 03f75ffeb423
  4. 2mo ago First seen · 212 lines · 2,371 tokens per session scan A 1f39e316a768

Subscribe to this mod's changes

anywidget-mcp AGENTS.md is an instructions file published in the GitHub repository peter-gy/anywidget-mcp (7 stars, last pushed 1mo ago), licensed MIT. It adds 2,990 tokens to every session, about $0.0120 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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