matlab-connect-databricks

matlab-connect-databricks is a skill for Claude Code from matlab/matlab-agentic-toolkit. It costs 174 tokens per session (3,307 once invoked), scanned A, original, no licence file.

A MATLAB connection guide for working with Databricks, a cloud platform for storing and processing large datasets. It covers Spark connections, JDBC database access, authentication, and reading Unity Catalog tables.

In plain words
What is it for?
Use it to configure Databricks access, create Spark sessions, authenticate users or services, and read filtered catalog tables from MATLAB.
Why use it?
It helps avoid guesswork when connecting MATLAB to Databricks and accessing governed data. It also explains how to filter data before bringing it into MATLAB.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the reporting-and-database-access plugin — 4 skills shipped together

Good fit Use it to configure Databricks access, create Spark sessions, authenticate users or services, and read filtered catalog tables from MATLAB.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add matlab/matlab-agentic-toolkit --skill matlab-connect-databricks
Clone the repo
git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit

Made for: Claude Code.

Or install reporting-and-database-access, the plugin that ships this one along with the rest of its 4 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for matlab-connect-databricks

README.md
[![agentmods](https://agentmods.dev/badge/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks/github.svg)](https://agentmods.dev/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks)
Your own site
<a href="https://agentmods.dev/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks"><img src="https://agentmods.dev/badge/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for matlab-connect-databricks

Your own site · 80×15
<a href="https://agentmods.dev/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks"><img src="https://agentmods.dev/badge/skills/matlab/matlab-agentic-toolkit/matlab-connect-databricks.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 174 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,307 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00174 $0.03307
Opus 5.5 $0.00070 $0.01323
Sonnet 5.5 $0.00035 $0.00661
Haiku 4.5 $0.00017 $0.00331

Measured 1mo ago against content hash 65917057ef71, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

matlab-connect-databricks scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

data = fetch(conn, "SELECT * FROM mycatalog.myschema.mytable LIMIT 10");
skills-catalog/reporting-and-database-access/matlab-connect-databricks/SKILL.md · 282 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 282 lines · 174 tokens per session scan A 65917057ef71

Subscribe to this mod's changes

matlab-connect-databricks is a skill published in the GitHub repository matlab/matlab-agentic-toolkit (1,179 stars, last pushed 5d ago), with no licence file. It adds 174 tokens to every session and 3,307 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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