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workflow_builder_create_pipeline

Draft a pipeline with the AI pipeline builder from a description (as in a proposal's new_pipelines) and create it. Its first step reads upstream workflow data from {{workflow_input}}. variables = the variable names the workflow node passes (keys of its config.variables) so the pipeline uses the same names. Returns the pipeline. Costs one builder_call credit.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "name": "<name>",
      "description": "<description>"
    },
    "name": "workflow_builder_create_pipeline"
  }
}

Input Schema

NameRequiredDescriptionDefault
nameYes
variablesNo
descriptionYes
workflow_nameNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior4/5

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

With no annotations, the description carries the full burden, and it adds real context: the call creates a persisted pipeline, the first step reads upstream data from {{workflow_input}}, and it costs one builder_call credit. It stops short of stating permission requirements or what happens on failure or credit exhaustion.

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

Conciseness4/5

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

The key facts (creates, cost, return value) are dense and front-loaded in a short paragraph with no filler. The {{workflow_input}} placeholder is slightly cryptic but is load-bearing information about behavior.

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

Completeness3/5

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

For a mutating four-parameter tool with no annotations and no output schema, the description covers cost, return, and two parameters but omits the other two parameters, required-field expectations, and any routing guidance against sibling creation tools.

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?

Schema coverage is 0%, so the description must compensate. It well explains description (proposal new_pipelines format) and variables (keys of the workflow node's config.variables), but leaves name and workflow_name (default empty string) completely undefined, leaving half the parameters undocumented.

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

Purpose4/5

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

Description states a specific verb and resource: draft a pipeline with the AI pipeline builder from a description and create it. It distinguishes itself from plain creation by naming the AI builder and the description-based drafting mode, though it never names the sibling pipeline_create it differs from.

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?

Usage is implied through 'from a description (as in a proposal's new_pipelines)', which tells the agent the input shape comes from a proposal, but there is no explicit when-to-use versus pipeline_create or the chat-based builder tools, and no exclusions stated.

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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