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list_files

Lists the ingestible files ctxfeed will serve in-context, showing path, tokens, layer, and cache status. Helps agents preview what will be served before querying.

Instructions

List the ingestible files ctxfeed would serve in-context.

One line per file: path · tokens · layer · cached?. Useful for an agent to see what's about to be served before querying.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoNo
modelNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.8.0

TDQS

B3.3/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses the output format ('One line per file: path · tokens · layer · cached?') and the purpose, but lacks details about permissions, rate limits, or whether it is a read-only operation.

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 three short sentences, front-loaded with the core purpose and immediately followed by output format and usage hint. Every sentence earns its place.

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?

While an output schema exists and reduces the need to explain return values, the description does not explain the repo or model parameters at all, and with no annotations, it leaves significant gaps for an agent trying to invoke the tool correctly.

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

Parameters1/5

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

Schema description coverage is 0% for two parameters (repo, model), and the description does not mention or explain either parameter. The description fails to compensate for the complete lack of parameter documentation.

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?

The description states a specific verb+resource: 'List the ingestible files ctxfeed would serve in-context.' It is clear what the tool does, though it does not explicitly name or differentiate from sibling tools like query_repo or cost_delta.

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

Usage Guidelines4/5

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

It provides clear usage context: 'Useful for an agent to see what's about to be served before querying.' This implies when to use it relative to querying, but does not explicitly name alternatives or when-not to use.

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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