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AgentStack — GPT (OpenAI) integration

Installable Agent Plugin for ChatGPT, Codex, and other Agent Plugins hosts (including Perplexity). The connector is remote Streamable HTTP at https://agentstack.tech/mcp. There is no local stdio server.

The server exposes one MCP tool, agentstack.execute. Action names come from the live /mcp/actions catalog.

Directory plugin (ChatGPT / Codex / Perplexity): the human completes Connect on the bundled agentstack MCP connector (OAuth at agentstack.tech). The agent then calls auth.get_profile, binds context.project_id, and uses agents.work_next — not auth.login or Device Code in chat. See MCP_CONNECT.md.

Custom GPT Actions (optional second path): API key or OAuth on your own GPT via OpenAPI — not the directory ZIP connector.

AgentStack is a full backend ecosystem: 8DNA hierarchical data, Rules Engine, Buffs (trials/subscriptions), Payments, and MCP tools for Projects, Auth, Scheduler, Analytics, Webhooks, Notifications, and Wallets.

What’s in this repo

Item Description
Remote MCP mcp.json at plugin root (sibling of plugin.json) — only type: streamable-http and URL https://agentstack.tech/mcp. Hosts install that server from this file. See MCP_CONNECT.md.
OpenAPI schema openapi/agentstack-mcp.yaml — one action (execute MCP tool) for GPT Actions; supports API Key and OAuth2 auth modes.
Instructions GPT_INSTRUCTIONS.md — copy into your Custom GPT Instructions field.
Quick Start MCP_CONNECT.md for directory Connect; GPT_QUICKSTART.md for Custom GPT Actions (API key / OAuth).
Artifact layout ARTIFACTS.md — where each file lives and what it’s for.

Quick Start

Directory plugin (recommended)

  1. Install the plugin (ChatGPT, Codex, or Perplexity) from the directory ZIP — remote MCP at https://agentstack.tech/mcp (DIRECTORY_SUBMIT.md).
  2. Connect in the host UI (plugin MCP connectors → agentstack → Connect).
  3. Agent: auth.get_profile → set options.context.project_id → agents.work_next (MCP_CONNECT.md).

Custom GPT Actions (optional)

  1. Get an API key or configure OAuth — GPT_QUICKSTART.md.
  2. Create a Custom GPT and add an Action with the OpenAPI schema; choose authentication mode:
    • API Key (X-API-Key) for service-style access.
    • OAuth2 (AgentStack as IdP) for end-user sign-in.
  3. Paste the instructions from GPT_INSTRUCTIONS.md.
  4. Use the GPT (e.g. “Create a project called Test”, “List my projects”).

What you can do

With the Custom GPT and Action configured, you can ask for any action exposed by the generated MCP capability matrix via agentstack.execute. Example prompts by domain:

Domain Example prompts
Projects "List my projects", "Get stats for my project", "Create a project named Test"
8DNA / Data "Store project data at key config.theme", "Read user data"
Rules Engine "Create a rule when user signs up", "List logic rules"
Buffs "Give user a 7-day trial", "List active buffs"
Payments "Create a payment", "Get wallet balance"
Auth "Get my profile" (after directory Connect; Custom GPT Actions may use email OTP — not directory MCP)
Scheduler, Analytics, Webhooks, Notifications, Wallets "Schedule a task", "Get analytics", "List webhooks"

Full tool list and parameters: MCP Capability Matrix. When to use which tool: CONTEXT_FOR_AI in the AgentStack repo.

Documentation

Links

License

MIT. See LICENSE.

About

AgentStack for ChatGPT: full backend ecosystem (8DNA, Rules Engine, Buffs, Payments) and 700+ MCP tools. Skills, Rules, MCP config. One API key.

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