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fivetran

Fivetran MCP Server

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by fivetran

list_all_transformation_projects

Retrieve a paginated list of all transformation projects available in your Fivetran account via API.

Instructions

⚠️ RESULTS ARE PAGINATED. Returns a list of all transformation projects available via API within your Fivetran account.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of records to return
cursorNoPaging cursor id.
schema_fileYesREQUIRED: You must first read the schema file at 'open-api-definitions/transformation-projects/list_all_transformation_projects.json', then provide this exact path here to confirm.
Behavior3/5

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

The description includes a pagination warning ('RESULTS ARE PAGINATED'), which is a useful behavioral disclosure. However, with no annotations, it fails to state that the operation is read-only, idempotent, or any rate limits. The description carries the full burden for transparency, but only partially addresses it.

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 extremely concise: two short sentences with zero fluff. The pagination warning is prominently placed with an emoji, drawing immediate attention to an important constraint.

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 no output schema and no annotations, the description is missing critical context: return values (e.g., structure of a transformation project), error handling, and ordering. The pagination warning is helpful, but overall the description is incomplete for an agent to use effectively.

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 description coverage is 100%, so the schema already documents all parameters. The description adds value by warning about pagination, which relates to 'limit' and 'cursor', but does not elaborate on 'schema_file' beyond what the schema provides. Baseline of 3 is appropriate.

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 verb ('Returns a list') and specific resource ('transformation projects available via API within your Fivetran account'), making the purpose unambiguous. It naturally distinguishes from sibling tools focused on creation, deletion, or modification of transformation projects.

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?

No guidance is provided on when to use this tool versus alternatives (e.g., searching or filtering projects). There is no mention of prerequisites, context, or exclusions, leaving the agent without decision support.

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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