Can I use Bubble as a CLI?

Yes. KosmoKrator exposes a Bubble CLI through kosmo integrations:call and the provider shortcut command. Commands can return JSON for scripts, CI, and coding agents.

Can I expose Bubble through MCP?

Yes. The KosmoKrator MCP gateway can expose selected Bubble tools to clients such as Claude Code, Cursor, Codex, and other MCP-compatible tools.

Where are Bubble credentials stored?

Bubble credentials are configured in KosmoKrator's local integration settings and reused by CLI, Lua, and MCP gateway surfaces.

Can I deny write access for Bubble MCP tools?

Yes. Start the gateway with --write=deny for read-only clients, or use ask/allow only for trusted workspaces.

no-code

Bubble MCP Integration for OpenAI Agents SDK

Connect Bubble to OpenAI Agents SDK through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.

5 functions 2 read 3 write API key auth

Submit Bubble feedback View package source

Connect Bubble to OpenAI Agents SDK

Attach KosmoKrator integration tools to OpenAI Agents SDK workflows through a local MCP gateway.

Start the KosmoKrator MCP gateway locally and point the OpenAI Agents SDK MCP tool at that process or wrapper. The gateway is local, scoped to this integration, and starts with --write=deny so OpenAI Agents can inspect read-capable tools without receiving write access by default.

Bubble MCP Config for OpenAI Agents SDK

Use headless JSON commands for CI-style execution and MCP for agent tool discovery.

{
  "mcpServers": {
    "kosmokrator-bubble": {
      "type": "stdio",
      "command": "kosmo",
      "args": [
        "mcp:serve",
        "--integration=bubble",
        "--write=deny"
      ]
    }
  }
}

Run the Gateway Manually

kosmokrator mcp:serve --integration=bubble --write=deny

Why Use KosmoKrator Here

Scoped tools

Expose only Bubble instead of a broad multi-service tool list.

Local credentials

Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.

Write policy

Start read-only, then opt into ask or allow for trusted workspaces.

Bubble Tools Visible to OpenAI Agents

OpenAI Agents sees stable MCP tool names generated from the Bubble integration catalog.

MCP tool	Source function	Type	Description
`integration__bubble__bubble_list_records`	`bubble.bubble_list_records`	Read	List records from a Bubble data type. Supports filtering with constraints, pagination with limit and cursor. Returns matching records and a remaining count for further pagination.
`integration__bubble__bubble_get_record`	`bubble.bubble_get_record`	Read	Get a single record from Bubble by its data type and unique ID. Returns all fields of the record.
`integration__bubble__bubble_create_record`	`bubble.bubble_create_record`	Write	Create a new record in a Bubble data type. Provide field names and values as a JSON object. Returns the created record including its generated ID.
`integration__bubble__bubble_update_record`	`bubble.bubble_update_record`	Write	Update an existing record in Bubble by its data type and unique ID. Only the fields provided will be changed; other fields remain unchanged. Returns the updated record.
`integration__bubble__bubble_delete_record`	`bubble.bubble_delete_record`	Write	Delete a record from Bubble by its data type and unique ID. This action is permanent and cannot be undone.

Related Bubble Pages

Bubble CLIUse direct JSON commands instead of MCP discovery. Bubble MCPFull gateway reference and MCP tool names. KosmoKrator for OpenAI AgentsClient-level gateway setup.