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TechFabric MCP server

Which servers in the official MCP registry are TechFabric's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-20

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Whose server it is
  • Registry namecom.techfabric.databricks/field-guideverified in the MCP registry

The registry name sits under techfabric.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools5
  • Server calls itselfdatabricks-field-guide
  • Server version1.1.1
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 727 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: migrate legacy warehouse jobs to Databricks in reversible waves; define shared metrics in governed tables so dashboards agree; move AI agents into production with permissions and monitoring.
  • Checked on 6 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 6, the first on 2026-10-20
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring6 of the 7 daily checks it takes to print a share
  • Median first answer773 ms
  • Space in an agent's context≈ 5,528 tokensthe definitions of all its tools (15), which an agent carries on every turn
  • Tool definitionsA · 99 of 100
  • Typed results15 of 15 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 1 of 15

What an agent can do with it

  • cannot · migrate legacy warehouse jobs to Databricks in reversible waves
  • cannot · define shared metrics in governed tables so dashboards agree
  • cannot · move AI agents into production with permissions and monitoring

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-10-20
  • 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 anchor, and when the page last changed. Read one in full with get_chapter (pass…

  • 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 separately, its FAQs, when it last changed, and the official docs.databricks.com links…

  • 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 docs links that section cites. Runnable context for a coding agent; check the…

  • 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 links to Databricks' documentation and release note), and chapters updated…

  • 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.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

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

Add it

Claude Code, in a terminal

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

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://databricks.techfabric.com/mcp as a custom connector in the settings.

Other servers listed as TechFabric's
  • com.techfabric/techfabricanswers, 8 toolsverified in the MCP registry

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.