---
name: stijnman-tool-discovery-engine
description: "Discovers available tools, MCP servers, and skills for a task. Use for: what tools, discover capabilities, find tool for, available skills."
license: "MIT"
metadata:
  decimalai-skill-id: "9bb5d1ba-2877-439a-9f0c-e6898b77fb83"
  decimalai-version-id: "bcc9ce15-f252-4ff1-afc1-a0a7fd6a8bf7"
  decimalai-version: "2"
  decimalai-body-sha256: "7b318aa0e4244b9944236152baffa4bf8d02fd355fae02e7ad9b6a7f6e231b1c"
  decimalai-name: "stijnman/tool-discovery-engine"
  decimalai-format: "1"
  decimalai-invocation: "model"
  decimalai-category: "agent-tooling"
  decimalai-source: "https://app.decimal.ai/s/stijnman-tool-discovery-engine@2/SKILL.md"
---
# 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.