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Get Started Free →Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management. Always search tools first for current schemas.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 65% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 17% | 0% |
Automate Docker Hub operations through Composio's Docker Hub toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/docker_hub
RUBE_MANAGE_CONNECTIONS with toolkit docker_hubRUBE_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 docker_hubAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS: queries=[{"use_case": "repositories, images, tags, and container registry management", "known_fields": ""}]This returns:
RUBE_SEARCH_TOOLS:
queries:
- use_case: "list all available Docker Hub tools and capabilities"Review the returned tools, their descriptions, and input schemas before proceeding.
After discovering tools, execute them via:
RUBE_MULTI_EXECUTE_TOOL:
tools:
- tool_slug: "<discovered_tool_slug>"
arguments: {<schema-compliant arguments>}
memory: {}
sync_response_to_workbench: falseFor complex workflows involving multiple Docker Hub operations:
RUBE_SEARCH_TOOLS with specific use caseRUBE_REMOTE_WORKBENCH for bulk operations or data processingAlways search for existing resources before creating new ones to avoid duplicates.
Many list operations support pagination. Check responses for next_cursor or page_token and continue fetching until exhausted.
RUBE_MANAGE_CONNECTIONS if connection expiredFor bulk operations, use RUBE_REMOTE_WORKBENCH with run_composio_tool() in a loop with ThreadPoolExecutor for parallel execution.
RUBE_SEARCH_TOOLS.RUBE_GET_TOOL_SCHEMAS to load full input schemas when schemaRef is returned instead of input_schema.| Operation | Approach | |-----------|----------| | Find tools | RUBE_SEARCH_TOOLS with Docker Hub-specific use case | | Connect | RUBE_MANAGE_CONNECTIONS with toolkit docker_hub | | 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 |
> Toolkit docs: composio.dev/toolkits/docker_hub
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