> ## Documentation Index
> Fetch the complete documentation index at: https://docs.leeroopedia.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Tools Overview

> All 8 agentic tools provided by the Leeroopedia MCP server

The MCP server provides **8 tools**. Each tool (except `get_page`) triggers an AI agent on the backend that searches the knowledge base from multiple angles, reads relevant pages, and synthesizes a structured response.

### Search & Retrieve

<CardGroup cols={2}>
  <Card title="search_knowledge" icon="magnifying-glass" href="/docs/tools/search-knowledge">
    Search the KB for framework docs, APIs, and best practices
  </Card>

  <Card title="get_page" icon="file-lines" href="/docs/tools/get-page">
    Retrieve a specific KB page by ID
  </Card>
</CardGroup>

### Plan & Review

<CardGroup cols={2}>
  <Card title="build_plan" icon="list-check" href="/docs/tools/build-plan">
    Build a step-by-step ML execution plan
  </Card>

  <Card title="review_plan" icon="clipboard-check" href="/docs/tools/review-plan">
    Review a plan against KB best practices
  </Card>
</CardGroup>

### Verify & Debug

<CardGroup cols={2}>
  <Card title="verify_code_math" icon="code" href="/docs/tools/verify-code-math">
    Verify code against authoritative ML/math descriptions
  </Card>

  <Card title="diagnose_failure" icon="stethoscope" href="/docs/tools/diagnose-failure">
    Diagnose training/deployment failures
  </Card>
</CardGroup>

### Explore & Optimize

<CardGroup cols={2}>
  <Card title="propose_hypothesis" icon="lightbulb" href="/docs/tools/propose-hypothesis">
    Propose ranked next-step hypotheses
  </Card>

  <Card title="query_hyperparameter_priors" icon="sliders" href="/docs/tools/query-hyperparameter-priors">
    Query hyperparameter values, ranges & heuristics
  </Card>
</CardGroup>