Get Tool Cluster
toolhub_clusterFinds a complete set of tools for a task query using vector search and graph expansion. Returns primary tools, dependencies, and usage context.
Instructions
Get a complete tool cluster for a task query.
This combines vector search and graph expansion to return a complete set of tools needed for a task. Includes primary tools (semantic matches) and their dependencies (graph expansion), plus usage context.
Args:
query (string): Natural language task description
include_context (boolean): Include usage patterns and examples (default: true)
response_format ('json' | 'markdown'): Output format
Returns: { "primary": [ { "name": "n8n-workflow-builder", "type": "MCP_Server", ... } ], "dependencies": [ { "name": "n8n-node-templates", "type": "Skill", ... } ], "context": { "usagePatterns": ["Use MCP servers for data operations", ...], "examples": ["Primary workflow: n8n-workflow-builder - ...", ...] }, "stats": { "totalTools": 7, "tokenEstimate": 7000, "savingsPercent": 92.1 } }
Use this tool for complete task setup - returns everything needed to start working.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural language query to find a complete tool cluster | |
| include_context | No | Whether to include usage context and examples | |
| response_format | No | Output format | json |