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Jsonify

open_pipelines
Read-onlyIdempotent

Open Jsonify. One bounded page of workspace and pipeline summaries.

Input Schema

NameRequiredDescriptionDefault
cursorNo
searchNo
sectionNopipelines
workspace_idNo
workspace_cursorNo

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / cursor / anyOf
      Previous value: -[
      -  {
      -    "maxLength": 4096,
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "maxLength": 65536,
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / search / maxLength
      Previous value: -200New value: +65536
    • changedInput schema / properties / workspace_cursor / anyOf
      Previous value: -[
      -  {
      -    "maxLength": 4096,
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "maxLength": 65536,
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  2. Changed1 schema field changed
    • changedInput schema / properties / section / enum
      Previous value: -[
      -  "pipelines",
      -  "datasets",
      -  "analytics"
      -]New value: +[
      +  "pipelines",
      +  "datasets",
      +  "analytics",
      +  "apps"
      +]
  3. First observed

TDQS

C2.7/5.0
Behavior3/5

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

The annotations already establish that this is a read-only, idempotent, non-destructive, closed-world operation. The description adds useful context that results are a single bounded page of summaries, but it omits pagination behavior, how cursor parameters work, and whether all sections are returned together.

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 description is two short sentences with no filler and leads with the core operation. Its brevity does contribute to the ambiguity, but it is structurally efficient and front-loaded.

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

Completeness2/5

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

For a tool with five input parameters, an enum-backed section selector, pagination cursors, and multiple sibling listing tools, the description is far too sparse. The output schema reduces the need to explain returns, but the input semantics and sibling routing remain largely unaddressed.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate for five undocumented parameters. It only hints at workspace and pipeline summaries and bounded paging, leaving cursor, search, section, workspace_id, and workspace_cursor unexplained.

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

Purpose3/5

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

The description says to "Open Jsonify" and return "One bounded page of workspace and pipeline summaries," which gives a vague sense of the operation and result. However, it does not clearly distinguish this from siblings such as list_pipelines, get_pipeline, or get_pipeline_view, and the mention of only workspace/pipeline summaries conflicts with the schema's broader section enum.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus list_pipelines, get_pipeline, or other siblings. The phrase "Open Jsonify" implies an app-opening context, but no conditions, alternatives, or exclusions are 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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