List files
together_list_filesList uploaded data files (fine-tune, eval and batch-api inputs, plus job outputs) with size, type, purpose and validation status. Together: GET /files.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
together_list_filesList uploaded data files (fine-tune, eval and batch-api inputs, plus job outputs) with size, type, purpose and validation status. Together: GET /files.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, so safety is covered. The description adds genuine context by disclosing the returned fields (size, type, purpose, validation status) and the underlying endpoint (GET /files), which matters since there is no output schema. It stops short of pagination or ordering behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences, zero waste, front-loaded with the scope and what is returned. The endpoint reference is a useful compact addition.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a no-param read-only list tool with no output schema, the description adequately covers the resource scope and the returned fields. It could mention result limits or pagination, but nothing essential to invoking it correctly is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool takes zero parameters, so there is nothing to disambiguate and the baseline is 4. The description adds no parameter guidance because none is needed.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (List) and resource (uploaded data files), and enumerates the exact scope: fine-tune, eval and batch-api inputs plus job outputs. An agent can tell this apart from together_get_file (single file) and the other list_* siblings because the resource is clearly named.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Usage is only implied: it is the listing entry point for files. There is no explicit statement of when to use it versus together_get_file, nor any prerequisite or exclusion. Adequate but with a clear routing gap given the many list_* siblings.
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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