Tool Discovery Engine

Discovers available tools, MCP servers, and skills for a task. Use for: what tools, discover capabilities, find tool for, available skills.

Stijnman 233441c 1.1 KB Updated

File contents

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

  1. Scan MCP tool descriptors and .grok/skills/.
  2. Match task keywords to tools/skills.
  3. Rank by relevance and availability.
  4. Output recommended tool/skill list with paths.

Integrations

  • adaptive-workflow-composer
  • control-overview
  • skill-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.

Stijnman/grok-custom-skills/tree/main/.grok/skills/tool-discovery-engine commit 233441cb6b

Frequently asked questions

npx skillmds@latest add stijnman/tool-discovery-engine