Skip to main content
Glama

Ingest file

ingest_file_to_store

Ingest an already-uploaded file into a vector store (chunk + embed, in-region). Runs asynchronously.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_idYesId of the uploaded file to ingest.
store_idYesTarget vector store id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / file_id / description
      Added value: +"Id of the uploaded file to ingest."
    • addedInput schema / properties / store_id / description
      Added value: +"Target vector store id."
  2. First observed

TDQS

A4/5.0
Behavior4/5

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

The description goes beyond annotations by stating that the operation runs asynchronously and that processing is in-region. It also clarifies that chunking and embedding occur, which is not present in the annotations. It does not explain how to monitor completion, but the async trait is a meaningful behavioral disclosure.

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 a single sentence with no filler. It front-loads the main purpose, includes important operational details, and earns its place without redundancy.

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

Completeness4/5

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

For a two-parameter tool, the description provides enough to invoke it correctly: the target store, the file to ingest, and the async behavior. The lack of an output schema is not a major issue, though a note on how to observe completion would make it fully complete.

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 coverage is 100%, with clear descriptions for both file_id and store_id. The tool description adds no additional parameter-level semantics beyond what the schema already provides, so the baseline score 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 uses a specific verb ('Ingest') with a clear object ('already-uploaded file') and target ('vector store'), and adds 'chunk + embed' to clarify the operation. It is clearly distinguishable from sibling tools like attach_file or create_vector_store.

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 phrase 'already-uploaded file' implies a prerequisite, and 'into a vector store' indicates the target. However, there is no explicit when-to-use guidance, no exclusions, and no comparison to related tools such as attach_file or attach_vector_store.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources