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davidesner

keboola-cli-mcp-server

by davidesner

link_branch

Links the current git branch to a Keboola development branch, creating a new branch if none exists. The Keboola branch name defaults to the git branch name.

Instructions

Links the current git branch to a Keboola development branch.

If no Keboola branch with the specified name exists, creates one. The Keboola branch name defaults to the git branch name if not specified.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
branch_nameNoOptional custom name for the Keboola branch (defaults to git branch name)
descriptionNoOptional description for the new Keboola branch

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the burden. It discloses that it creates a branch if one doesn't exist and defaults to the git branch name. However, it does not mention idempotency, error handling, or side effects, which would improve transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences long, front-loads the main action, and contains no redundant information. Every sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a relatively simple tool with a low parameter count and existing output schema, the description is adequately complete. It explains the linking behavior and default naming, though it could mention what the output contains.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% coverage with descriptions for both parameters. The description reiterates the default behavior already present in the schema without adding new semantic meaning beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool links the current git branch to a Keboola development branch, specifying the action and resource. It distinguishes itself from sibling tools like unlink_branch by indicating the linking direction and creation behavior.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides context about default branch naming but does not explicitly state when to use this tool versus alternatives or when not to use it. Usage guidance is implied but not directly addressed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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