Tool Discovery Engine
When to Use
- User says what tools or task matches this capability
- User says discover capabilities or task matches this capability
- User says find tool for or task matches this capability
- User says available skills or task matches this capability
Workflow
- Scan MCP tool descriptors and .grok/skills/.
- Match task keywords to tools/skills.
- Rank by relevance and availability.
- Output recommended tool/skill list with paths.
Integrations
adaptive-workflow-composercontrol-overviewskill-researcher
Error Handling
| Failure | Response |
|---|---|
| MCP dir missing | List skills only; note MCP unavailable. |
Gotchas
- Always read tool schema before calling MCP tools.
Example
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.