com.techfabric.databricks/field-guide

up checked 2026-11-10T23:37:38.835Z

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Publisher-provided title

Databricks Field Guide by TechFabric

Publisher-provided description

Interactive Databricks learning, certification practice and sourced engineering guidance.

Summary by lookupd

Teaches Databricks concepts, exam prep and cost estimates, and reviews SQL, PySpark and YAML files against its guide content.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http field-guide https://databricks.techfabric.com/mcp

Codex, remote (streamable-http)

codex mcp add field-guide --url https://databricks.techfabric.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "field-guide": {
      "url": "https://databricks.techfabric.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (18 tools)

Publisher-provided text

• start_here Start using the Field Guide immediately. Call this for 'help me learn Databricks', 'try the Field Guide', or to begin certification prep. No arguments starts a
• search_guide Search the guide's chapters, margin notes and events for a Databricks question. Returns the best sections first, each with a snippet, its URL with the section a
• get_chapter One chapter (or margin note) of the guide as clean Markdown with its code blocks intact, or one section of it: with its outline, its code blocks listed separate
• get_code_examples The SQL, Python, CLI and config blocks in the guide that match a topic, each with the explanation around it, the section it is from (URL with anchor), and the d
• whats_new Recent Databricks changes the guide tracks, newest first: margin notes (dated news with our position), release-stage changes from the feature register (with lin
• list_chapters Every chapter in the guide's order, with its part, summary, dates, URL, Markdown URL and its main sections; and the margin notes.
• review_databricks_code Check one file of SQL, Python (PySpark, a notebook's source) or YAML (a Databricks Asset Bundle, job, cluster or warehouse config) against the Field Guide's own
• estimate_cost Estimate a Databricks workload's monthly cost from the figures the Field Guide states (list prices per DBU by compute type, DBUs an hour by SQL warehouse size a
• explore_concept Interactive: explains one Databricks concept step by step from the Field Guide's chapters: delta-transaction-log, liquid-clustering-vs-zorder, spark-shuffle-and
• quiz_me Interactive: quizzes the reader. Call it when the user says "quiz me on Unity Catalog", "test me on Lakebase" or "check what I know about the Delta log". Five t
• learn_path Interactive: a curated learning path through the Field Guide, by role or goal (data-engineer-fundamentals, analytics-engineer, ml-engineer, platform-admin, snow
• exam_prep Interactive: certification prep for Databricks' exams (data-engineer-associate, data-engineer-professional, data-analyst-associate, machine-learning-associate,
• flashcards Interactive: flashcards for a Databricks exam domain (data-engineer-associate, data-engineer-professional, data-analyst-associate, machine-learning-associate, m
• visualize Interactive: draws your answer as a card the reader can use, from an A2UI v0.9.1 document you write: a comparison of options with a verdict, a plan as steps or
• decide Interactive: walks a Databricks decision one question at a time (which-compute, serverless-or-classic, lakebase-or-delta, genie-or-dashboard, streaming-or-batch
• explore_diagram Interactive: a chapter's own diagrams, played step by step: each flowchart edge or sequence message in order, each node linking the section of the chapter it is
• toolkit_info What TechFabric's free Chrome extension for Databricks (TechFabric Toolkit for Databricks 0.10.0) does, how to install it, the permissions it asks for and its p
• toolkit_generate Runs one of the offline generators from the Build tab of TechFabric's Chrome extension for Databricks (TechFabric Toolkit for Databricks 0.10.0) with the extens

Details

• Version: 1.11.1
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 1098 ms
• First indexed: 2026-11-01T08:59:05.841Z
• Last seen in registry: 2026-11-01T08:59:06.123Z
• Repository: https://github.com/Fabric-Pro/databricks-field-guide-mcp
• Website: https://databricks.techfabric.com

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