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Get Started Free →Automate Gan AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 59% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 0% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 123% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 26% | 0% |
Automate Gan AI operations through Composio's Gan AI toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/gan_ai
RUBE_MANAGE_CONNECTIONS with toolkit gan_aiRUBE_SEARCH_TOOLS first to get current tool schemasGet Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.
RUBE_SEARCH_TOOLS respondsRUBE_MANAGE_CONNECTIONS with toolkit gan_aiAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Gan AI operations", known_fields: ""}]
session: {generate_id: true}This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.
RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Gan AI task"}]
session: {id: "existing_session_id"}RUBE_MANAGE_CONNECTIONS
toolkits: ["gan_ai"]
session_id: "your_session_id"RUBE_MULTI_EXECUTE_TOOL
tools: [{
tool_slug: "TOOL_SLUG_FROM_SEARCH",
arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"RUBE_SEARCH_TOOLSRUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing toolsmemory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})| Operation | Approach | |-----------|----------| | Find tools | RUBE_SEARCH_TOOLS with Gan AI-specific use case | | Connect | RUBE_MANAGE_CONNECTIONS with toolkit gan_ai | | Execute | RUBE_MULTI_EXECUTE_TOOL with discovered tool slugs | | Bulk ops | RUBE_REMOTE_WORKBENCH with run_composio_tool() | | Full schema | RUBE_GET_TOOL_SCHEMAS for tools with schemaRef |
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