Databricks Field Guide by TechFabric

Name: Databricks Field Guide by TechFabric
Author: com.techfabric.databricks

MCP serverMCP

TechFabric's Field Guide: search, code review, concepts, quizzes, flashcards, diagrams, cost, exams.

by com.techfabric.databricksrepository ↗homepage ↗v1.7.4

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"databricks-field-guide-by-techfabric","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability15/15 checks ok

30 days ago

when	check	result	http	latency	detail
3 h ago	mcp initialize	ok	200	67 ms	server databricks-field-guide 1.8.0 · protocol 2025-06-18 · 16 tools
10 h ago	mcp initialize	ok	200	165 ms	server databricks-field-guide 1.7.4 · protocol 2025-06-18 · 15 tools
17 h ago	mcp initialize	ok	200	146 ms	server databricks-field-guide 1.7.4 · protocol 2025-06-18 · 15 tools
24 h ago	mcp initialize	ok	200	79 ms	server databricks-field-guide 1.7.2 · protocol 2025-06-18 · 15 tools
31 h ago	mcp initialize	ok	200	96 ms	server databricks-field-guide 1.7.2 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	195 ms	server databricks-field-guide 1.7.2 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	203 ms	server databricks-field-guide 1.7.2 · protocol 2025-06-18 · 15 tools
2 d ago	mcp initialize	ok	200	78 ms	server databricks-field-guide 1.5.2 · protocol 2025-06-18 · 13 tools
2 d ago	mcp initialize	ok	200	152 ms	server databricks-field-guide 1.5.0 · protocol 2025-06-18 · 9 tools
3 d ago	mcp initialize	ok	200	242 ms	server databricks-field-guide 1.4.2 · protocol 2025-06-18 · 7 tools

Tools observed via MCP handshake

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

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrycom.techfabric.databricks/field-guide

first seen 4 d ago · fetched 19 h agoopen ↗

Field history (10 recent events)

19 h ago · declared · summary → "TechFabric's Field Guide: search, code review, concepts, quizzes, flashcards, diagrams, cost, exams."
19 h ago · declared · description → "TechFabric's Field Guide: search, code review, concepts, quizzes, flashcards, diagrams, cost, exams."
19 h ago · declared · repoUrl → "https://github.com/Fabric-Pro/databricks-field-guide-mcp"
19 h ago · declared · version → "1.7.4"
4 d ago · declared · description → "TechFabric's Databricks Field Guide: search and read it, review Databricks code, estimate cost."
4 d ago · declared · homepageUrl → "https://databricks.techfabric.com"
4 d ago · declared · publisherName → "com.techfabric.databricks"
4 d ago · declared · version → "1.3.1"
4 d ago · declared · protocols → ["mcp"]
4 d ago · declared · summary → "TechFabric's Databricks Field Guide: search and read it, review Databricks code, estimate cost."

Databricks Field Guide by TechFabric

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from