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SaaS Studio by Nova (CIVAI)

studio_upload_recon

Upload network recon (networkRequests array or full recon object) to a SaaS app.

Input Schema

NameRequiredDescriptionDefault
appIdYes
siteUrlNo
networkRequestsNo
notification_messageNoShort user-facing sentence for this action if the follow-up reply fails. Plain text only; do not mention template syntax or variable names.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. 'Upload' implies a mutation, but it says nothing about whether it appends or overwrites existing recon, permission/auth requirements, or what happens to prior data — significant gaps for a write tool.

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?

A single tight sentence with no filler. It is front-loaded on the action and payload, though brevity here comes partly at the cost of necessary detail.

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?

For a mutation tool with no annotations, no output schema, and 25% param coverage, the description is too thin to let an agent call it correctly — it omits mutation semantics, required-input meaning, and the confusing 'full recon object' alternative to the typed array.

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 coverage is only 25%, and the description only loosely maps to networkRequests ('networkRequests array or full recon object'). The required appId, siteUrl, and notification_message parameters are not explained in the description, leaving real ambiguity about what a 'full recon object' means.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Upload network recon') and names the payload shape, but 'to a SaaS app' is vague and gives no differentiation from related siblings like studio_build, studio_verify, or studio_publish that also operate on a studio app.

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 studio_build/studio_verify, no mention of prerequisites (e.g., app must exist, capture must be complete), and no exclusions. The agent must infer usage entirely.

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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