MCP chat command cookbook

Browser prompts for ChatGPT and Gemini using AgentStack MCP.
Genetic tag: core.mcp.universal_client.gen1

Before you start

Connect MCP or GPT Actions (see MCP_CLIENT_COMPATIBILITY_MATRIX.md).
Discover unfamiliar actions: list_actions or GET /mcp/actions.
Confirm destructive / payment / access changes with the user.

Projects

Say (EN)	Say (RU)	Action
List my projects	Покажи мои проекты	`projects.get_projects`
Create project without signup named X	Создай проект без регистрации с именем X	`projects.create_project_anonymous`
Stats for project 123	Статистика проекта 123	`projects.get_stats`

Confirmation (EN): “This will create a new project and API keys. Proceed?”
Confirmation (RU): «Будет создан новый проект и API-ключ. Продолжить?»

Hosting

Say (EN)	Action
Publish my site from ZIP	`hosting.deploy_files` (confirm)
What is my live site URL?	`hosting.demo.status` or project settings read

Payments

Say (EN)	Action
Show wallet balance	`payments.get_balance`
Create payment for 10 USD	`payments.create` (confirm amount)

Agents

Say (EN)	Action
List agents in this project	`agents.list`
Run agent X	`agents.run` (confirm if mutating)

Error recovery

Code	User message
`auth_required`	Reconnect API key or OAuth in GPT/Gemini settings
`service_cap_denied`	Create a wider API key (`apikeys.create`) or use read-only discovery
`action_not_found`	Call `list_actions` — use exact names from catalog

Recovery copy SoT: provided_plugins/shared/plugin-kernel/canonicalCopy.mjs

Intent discovery (browser)

When unsure which action to call:

POST https://agentstack.tech/mcp/discover/by_intent
Content-Type: application/json

{ "intent": "create a project and get an api key" }

Also exposed in GET /mcp → discovery_meta.intent_url.

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MCP_CHAT_COMMAND_COOKBOOK.md

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