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ParseHub.dev (documents to records)

summarize_csv

Summarize a CSV file in the caller's own upload directory.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "file_path": "<file_path>"
    },
    "name": "summarize_csv"
  }
}

Input Schema

NameRequiredDescriptionDefault
file_pathYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations, the description carries the full disclosure burden, and it only adds the implicit read-only nature and the upload-directory restriction. It says nothing about what the summarization covers, whether large CSVs are truncated, cost/latency, or how errors (missing file, non-CSV) surface.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One short, front-loaded sentence with no filler or repetition. It is efficient, though the terseness leaves gaps that a second sentence could cheaply close.

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?

There is no output schema, no annotations, and an undocumented parameter, so the description should explain what the summary actually returns (row/column stats? types? sample values?). That return-shape gap is significant for a tool whose whole value is the produced summary.

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

Parameters2/5

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

Schema description coverage is 0% for the single file_path parameter, so the description must compensate. It only hints that the path resolves inside the caller's upload directory; it doesn't say whether an absolute path, relative name, or bare filename is expected, nor any extension/encoding expectation.

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?

States a specific verb and resource ("Summarize a CSV file") plus a scope constraint ("caller's own upload directory"). It does not, however, distinguish this from the sibling analyze_csv, so an agent cannot tell from the description alone which of the two to pick.

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 on when to use this versus analyze_csv, or versus upload_csv/read_document in the sibling set. The upload-directory scoping is a constraint, not usage guidance, and there are no stated preconditions such as the file needing to be uploaded first.

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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