OpenAI Apps MCP

OpenAI Apps MCP is a skill for Claude Code, Codex from coco-research/coco. It costs 72 tokens per session (4,724 once invoked), scanned A, original, no licence file.

A development guide for building ChatGPT apps with MCP servers, which let an AI assistant call custom tools and display interactive web interfaces.

In plain words
What is it for?
Use it to build ChatGPT extensions, create MCP servers on Cloudflare Workers, and troubleshoot widget, browser, and deployment issues.
Why use it?
It helps resolve the setup and integration problems that can prevent those apps from working correctly.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/coco-research/coco/openai-apps-mcp
Any agent
npx skills add coco-research/coco --skill openai-apps-mcp
Clone the repo
git clone --depth 1 https://github.com/coco-research/coco

Made for: Claude Code, Codex.

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 OpenAI Apps MCP

README.md
[![agentmods](https://agentmods.dev/badge/skills/coco-research/coco/openai-apps-mcp.svg)](https://agentmods.dev/skills/coco-research/coco/openai-apps-mcp)
Your own site
<a href="https://agentmods.dev/skills/coco-research/coco/openai-apps-mcp"><img src="https://agentmods.dev/badge/skills/coco-research/coco/openai-apps-mcp.svg" alt="Measured on agentmods" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,724 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.04724
Opus 5 $0.00036 $0.02362
Sonnet 5 $0.00014 $0.00945
Haiku 4.5 $0.00007 $0.00472

Measured 2d ago against content hash 5d83efa87c64, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

OpenAI Apps MCP scanned grade A with 1 finding 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.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/example-script.sh, templates/basic/vite.config.ts), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

app.get('/widgets/*', async (c) => c.env.ASSETS.fetch(c.req.raw));
skills/openai-apps-mcp/SKILL.md · 511 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

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago First seen · 511 lines · 72 tokens per session scan A 5d83efa87c64

Subscribe to this mod's changes

OpenAI Apps MCP is a skill published in the GitHub repository coco-research/coco (218 stars, last pushed today), with no licence file. It adds 72 tokens to every session and 4,724 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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