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BrunoSan Intelligence Concierge

inspect_domain

Open one BrunoSan vertical as a complete capability object.

Returns purpose, canonical endpoint, human page, related routing vocabulary, disclaimer and—by default—the LIVE tools/list inventory from that vertical.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesCanonical domain id or name, e.g. cyber, arxiv, AI News, regulatory, lens.
include_toolsNoInclude the live tools/list inventory and input schemas from the vertical MCP.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

With no annotations, the description carries the behavioral burden and does well by listing the returned fields and calling out the default inclusion of the live tools/list inventory. It makes clear this is an inspection/read operation, though it does not discuss authorization, caching, or failure behavior.

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 compact, front-loaded with the core purpose, and uses a concise bullet-like return list. Every sentence adds value 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?

Given there is no output schema and no annotations, the description provides enough return-value context for an agent to understand what the tool produces. It could go slightly further by noting how to discover valid domain values, but the schema supplies examples and the sibling list suggests other discovery tools.

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 description coverage is 100%, so the schema already documents both parameters. The description adds context about the default live inventory but does not add significant meaning beyond the schema's own parameter descriptions.

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, 'Open one BrunoSan vertical,' and clarifies it returns a complete capability object. It is clear about the resource and scope, though it does not explicitly contrast with sibling tools like inspect_tool or list_intelligence_domains.

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 description implies this tool is for inspecting a single vertical and enumerates what it returns, giving helpful context. However, it does not explicitly state when to prefer this over alternative tools or mention any exclusions.

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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