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@selibiks/bubble-mcp

by sELIBIKS

bubble_workflow_map

Read-onlyIdempotent

Lists all API workflows in a Bubble.io app schema, returning workflow names and parameters.

Instructions

Lists all API workflows defined in the Bubble.io app schema. Returns workflow names and parameters.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already disclose read-only, idempotent, and non-destructive behavior, so the bar is lower. The description adds value by specifying the return content ('workflow names and parameters'), which is not evident from the annotations or schema, thus providing useful contextual behavior.

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, front-loaded with the primary action, and every word contributes meaning. It is concise and well-structured with no superfluous information.

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

Completeness5/5

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

Given the tool has no input parameters and no output schema, the description provides sufficient information: it lists all API workflows and returns their names and parameters. This covers the essential context needed for an agent to understand the tool's purpose and output.

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

Parameters4/5

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

The tool has zero parameters, so the baseline is 4. The description does not need to explain parameter semantics, and the empty schema confirms no parameters. The mention of 'parameters' refers to workflow parameters, not tool parameters, which is clear from context.

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's purpose with a specific verb 'Lists' and a specific resource 'all API workflows defined in the Bubble.io app schema'. It distinguishes itself from sibling tools by focusing on workflows rather than the full schema or other aspects, making the purpose immediately clear.

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 implies when to use the tool (when you need a list of API workflows) but does not explicitly mention alternatives or exclusions. It lacks guidance on choosing this over related tools like bubble_get_schema or bubble_schema_summary, so the usage context is only implied.

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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