# Databricks Field Guide by TechFabric (com.techfabric.databricks/field-guide): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.techfabric.databricks%2Ffield-guide/versions/latest)
- Connected to: https://databricks.techfabric.com/mcp
- Homepage: https://databricks.techfabric.com/
- Repository: https://github.com/Fabric-Pro/databricks-field-guide-mcp
- Scoring rules: v2
- Tools: 18
- Average: 69.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Databricks Field Guide by TechFabric (com.techfabric.databricks/field-guide)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: The server's instructions are 6726 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `list_chapters`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `whats_new`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_code_examples`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `start_here`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `exam_prep`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `flashcards`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `explore_diagram`: 67 / 100
- `toolkit_info`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `decide`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `quiz_me`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `toolkit_generate`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_chapter`: 70 / 100
- `learn_path`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `estimate_cost`: 77 / 100
  - Minor: Arguments without a description: hours_per_day, hours_per_month.
- `search_guide`: 77 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `review_databricks_code`: 80 / 100
- `visualize`: 82 / 100
- `explore_concept`: 84 / 100
  - Minor: No `required` list, so every argument is optional.

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