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tool-search - Semantic Tool Search with Embeddings

Provides semantic tool discovery using embeddings to load tools on demand and optimize context usage.

Tags

Updated: 2026-09-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Search tools using embeddings
  • Load matching tools on demand
  • Expand tool definitions dynamically
  • Reduce token context usage

Inputs

  • Task search queries
  • Tool definition library
  • MCP configuration file

Outputs

  • Matching tool search results
  • Expanded full tool definitions

Requirements

  • Advanced tool use feature flag
  • Embedding generator capability
  • Node.js runtime environment

Source

  • Spec: SKILL.md

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tool-search
embeddings
context-optimization
mcp
Search tools using embeddings
Load matching tools on demand
Expand tool definitions dynamically
Reduce token context usage
Task search queries
Tool definition library
MCP configuration file
Matching tool search results
Expanded full tool definitions