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Unilytics MCP Server

Unilytics MCP Server

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delete_project_file

DestructiveIdempotent

Delete a stored project file by removing both its S3 object and associated record, keeping project file storage clean and accurate.

Instructions

Delete a stored project file (removes both the S3 object and its record).

Input Schema

NameRequiredDescriptionDefault
file_idYes
project_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.1.0

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare destructiveHint=true, idempotentHint=true, and readOnlyHint=false, so the safety profile is supplied structurally. The description adds genuine value by disclosing the blast radius — both the S3 object and its metadata record are removed — but says nothing about permissions, failure when the file is absent, or reversibility.

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?

A single front-loaded sentence with the destructive scope in parentheses; nothing is wasted or buried.

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

Completeness3/5

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

For a destructive, non-open-world tool with no output schema, the definition covers what gets destroyed but omits return/error behavior (e.g., deleting a nonexistent file) and required permissions. It is minimally adequate but leaves real gaps for an irreversible operation.

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%, so the description must carry parameter meaning and does not: project_id and file_id appear only as bare names. Whether file_id is unique per project or global, and any format expectations, are left undocumented in both places.

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 gives a specific verb+resource ("Delete a stored project file") and clarifies scope by naming what is removed (S3 object and record). This distinguishes it from kb_delete or delete_skill, though it never names a sibling explicitly.

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?

There is no guidance on when to use this versus restoring/overwriting a file, no prerequisites, and no warning about irreversibility beyond the word "Delete". The agent must infer usage entirely from the verb.

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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