Databricks Field Guide by TechFabric
Search and read TechFabric's Databricks Field Guide, with interactive views in MCP Apps hosts.
Sollte ich dies verwenden
Qualität und Sicherheit
A
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
~2,731Tokens (Tool-Definitionen)
~5.5 KBTypische Antwortgröße
Erhebliche Auswirkung auf die Aufmerksamkeit (2.13% von 128k Kontext)
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"field-guide": {
"url": "https://databricks.techfabric.com/mcp"
}
}
}Remote-Endpunkte
https://databricks.techfabric.com/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (5)
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🟢search_guide(query, kind, limit)
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 anchor, and when the page last changed. Read one in full with get_chapter (pass the URL, or the slug and the anchor).
Eingabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 200,
"description": "The question or topic in plain words, e.g. 'lakebase branch' or 'unity catalog row filters'"
},
"kind": {
"type": "string",
"enum": [
"chapter",
"note",
"feature",
"event"
],
"description": "Only chapters, margin notes (dated news with our position), feature pages or events"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25,
"description": "How many results (default 10)"
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Ausgabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"kind": {
"type": [
"string",
"null"
]
},
"total": {
"type": "integer"
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"chapter",
"note",
"feature",
"event"
]
},
"title": {
"type": "string",
"description": "The chapter, note or event"
},
"section": {
"type": [
"string",
"null"
],
"description": "The section that matched; null for the introduction"
},
"anchor": {
"type": [
"string",
"null"
],
"description": "The section's anchor on the page"
},
"url": {
"type": "string",
"description": "Links straight to the section"
},
"snippet": {
"type": "string"
},
"updated": {
"type": [
"string",
"null"
],
"description": "When the page last changed, YYYY-MM-DD (an event: its day)"
},
"score": {
"type": "number"
}
},
"required": [
"kind",
"title",
"section",
"anchor",
"url",
"snippet",
"updated",
"score"
]
}
},
"build": {
"type": [
"string",
"null"
],
"description": "The commit of the deploy that answered"
},
"index_built": {
"type": [
"string",
"null"
],
"description": "When this deploy's index was built (ISO 8601)"
},
"ttlMs": {
"type": "integer",
"description": "How long this answer may be kept before asking again, in milliseconds"
}
},
"required": [
"query",
"kind",
"total",
"results",
"build",
"index_built",
"ttlMs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢get_chapter(slug, section)
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 separately, its FAQs, when it last changed, and the official docs.databricks.com links it cites for the authoritative detail.
Eingabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 500,
"description": "A chapter's slug (lakebase, unity-catalog, start-here), a note's slug, or a guide URL or path"
},
"section": {
"type": "string",
"maxLength": 200,
"description": "One section only: its anchor (from search_guide or the outline) or its heading. Omit for the whole chapter."
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Ausgabe-Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"chapter",
"note",
"feature"
]
},
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"url": {
"type": "string"
},
"markdown_url": {
"type": "string"
},
"part": {
"type": [
"string",
"null"
]
},
"summary": {
"type": "string"
},
"published": {
"type": [
"string",
"null"
]
},
"updated": {
"type": [
"string",
"null"
],
"description": "When the page last changed, YYYY-MM-DD"
},
"section": {
"type": [
"object",
"null"
],
"properties": {
"anchor": {
"type": "string"
},
"title": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"anchor",
"title",
"url"
]
},
"outline": {
"type": "array",
"items": {
"type": "object",
"properties": {
"anchor": {
"type": "string"
},
"title": {
"type": "string"
},
"depth": {
"type": "integer"
}
},
"required": [
"anchor",
"title",
"depth"
]
}
},
"markdown": {
"type": "string",
"description": "The chapter or section as Markdown, code blocks intact; links are absolute"
},
"code": {
"type": "array",
"items": {
"type": "object",
"properties": {
"lang": {
"type": "string"
},
"filename": {
"type": [
"string",
"null"
]
},
"code": {
"type": "string"
},
"section": {
"type": [
"string",
"null"
]
},
"url": {
"type": "string"
}
},
"required": [
"lang",
"filename",
"code",
"section",
"url"
]
}
},
"faqs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"question": {
"type": "string"
},
"answer": {
"type": "string"
}
},
"required": [
"question",
"answer"
]
}
},
"docs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"text": {
"type": "string"
},
"url": {
"type": "string"
},
"section": {
"type": [
"string",
"null"
]
}
},
"required": [
"text",
"url",
"section"
]
}
},
"build": {
"type": [
"string",
"null"
],
"description": "The commit of the deploy that answered"
},
"index_built": {
"type": [
"string",
"null"
],
"description": "When this deploy's index was built (ISO 8601)"
},
"ttlMs": {
"type": "integer",
"description": "How long this answer may be kept before asking again, in milliseconds"
}
},
"required": [
"kind",
"slug",
"title",
"url",
"markdown_url",
"part",
"summary",
"published",
"updated",
"section",
"outline",
"markdown",
"code",
"faqs",
"docs",
"build",
"index_built",
"ttlMs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢get_code_examples(topic, lang, limit)
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 docs links that section cites. Runnable context for a coding agent; check the linked Databricks docs for current syntax.
Eingabe-Schema
{
"type": "object",
"properties": {
"topic": {
"type": "string",
"minLength": 1,
"maxLength": 200,
"description": "What the code should do or touch, e.g. 'lakebase branch', 'auto loader', 'row filter'"
},
"lang": {
"type": "string",
"maxLength": 20,
"description": "Only this language: sql, python, bash, yaml, json, hcl ..."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25,
"description": "How many examples (default 8)"
}
},
"required": [
"topic"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Ausgabe-Schema
{
"type": "object",
"properties": {
"topic": {
"type": "string"
},
"lang": {
"type": [
"string",
"null"
]
},
"total": {
"type": "integer"
},
"examples": {
"type": "array",
"items": {
"type": "object",
"properties": {
"lang": {
"type": "string"
},
"filename": {
"type": [
"string",
"null"
]
},
"code": {
"type": "string"
},
"explanation": {
"type": "string",
"description": "The guide's prose just before the block"
},
"after": {
"type": "string",
"description": "The guide's prose just after it"
},
"chapter": {
"type": "string"
},
"section": {
"type": [
"string",
"null"
]
},
"url": {
"type": "string"
},
"updated": {
"type": [
"string",
"null"
]
},
"docs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"text": {
"type": "string"
},
"url": {
"type": "string",
"description": "An official Databricks documentation page"
}
},
"required": [
"text",
"url"
]
}
},
"score": {
"type": "number"
}
},
"required": [
"lang",
"filename",
"code",
"explanation",
"after",
"chapter",
"section",
"url",
"updated",
"docs",
"score"
]
}
},
"build": {
"type": [
"string",
"null"
],
"description": "The commit of the deploy that answered"
},
"index_built": {
"type": [
"string",
"null"
],
"description": "When this deploy's index was built (ISO 8601)"
},
"ttlMs": {
"type": "integer",
"description": "How long this answer may be kept before asking again, in milliseconds"
}
},
"required": [
"topic",
"lang",
"total",
"examples",
"build",
"index_built",
"ttlMs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢whats_new(since, limit)
Recent Databricks changes the guide tracks, newest first: margin notes (dated news with our position), release-stage changes from the feature register (with links to Databricks' documentation and release note), and chapters updated. Defaults to the last 30 days.
Eingabe-Schema
{
"type": "object",
"properties": {
"since": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$",
"description": "Changes on or after this day, YYYY-MM-DD (default: the last 30 days)"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "How many items (default 30)"
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Ausgabe-Schema
{
"type": "object",
"properties": {
"since": {
"type": "string"
},
"total": {
"type": "integer"
},
"items": {
"type": "array",
"items": {
"type": "object",
"properties": {
"date": {
"type": "string"
},
"kind": {
"type": "string",
"enum": [
"note",
"note_updated",
"feature_page",
"feature_page_updated",
"feature_stage",
"chapter_updated"
]
},
"title": {
"type": "string"
},
"url": {
"type": "string"
},
"summary": {
"type": [
"string",
"null"
]
},
"stage": {
"type": [
"string",
"null"
],
"description": "A feature's release stage, as Databricks states it"
},
"docs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"text": {
"type": "string"
},
"url": {
"type": "string",
"description": "An official Databricks documentation page"
}
},
"required": [
"text",
"url"
]
}
}
},
"required": [
"date",
"kind",
"title",
"url",
"summary",
"stage",
"docs"
]
}
},
"board": {
"type": "string",
"description": "The feature status board"
},
"register_updated": {
"type": [
"string",
"null"
]
},
"build": {
"type": [
"string",
"null"
],
"description": "The commit of the deploy that answered"
},
"index_built": {
"type": [
"string",
"null"
],
"description": "When this deploy's index was built (ISO 8601)"
},
"ttlMs": {
"type": "integer",
"description": "How long this answer may be kept before asking again, in milliseconds"
}
},
"required": [
"since",
"total",
"items",
"board",
"register_updated",
"build",
"index_built",
"ttlMs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢list_chapters
Every chapter in the guide's order, with its part, summary, dates, URL, Markdown URL and its main sections; and the margin notes.
Eingabe-Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Ausgabe-Schema
{
"type": "object",
"properties": {
"total": {
"type": "integer"
},
"chapters": {
"type": "array",
"items": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"number": {
"type": [
"string",
"null"
]
},
"title": {
"type": "string"
},
"part": {
"type": [
"string",
"null"
]
},
"summary": {
"type": "string"
},
"url": {
"type": "string"
},
"markdown_url": {
"type": "string"
},
"published": {
"type": [
"string",
"null"
]
},
"updated": {
"type": [
"string",
"null"
]
},
"sections": {
"type": "array",
"items": {
"type": "object",
"properties": {
"anchor": {
"type": "string"
},
"title": {
"type": "string"
}
},
"required": [
"anchor",
"title"
]
}
}
},
"required": [
"slug",
"number",
"title",
"part",
"summary",
"url",
"markdown_url",
"published",
"updated",
"sections"
]
}
},
"notes": {
"type": "array",
"items": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"url": {
"type": "string"
},
"published": {
"type": [
"string",
"null"
]
},
"updated": {
"type": [
"string",
"null"
]
}
},
"required": [
"slug",
"title",
"url",
"published",
"updated"
]
}
},
"build": {
"type": [
"string",
"null"
],
"description": "The commit of the deploy that answered"
},
"index_built": {
"type": [
"string",
"null"
],
"description": "When this deploy's index was built (ISO 8601)"
},
"ttlMs": {
"type": "integer",
"description": "How long this answer may be kept before asking again, in milliseconds"
}
},
"required": [
"total",
"chapters",
"notes",
"build",
"index_built",
"ttlMs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Community
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