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AIS Gateway — the campus front desk for AIS MCP buildings

about_aislabs

FREE. The AIS front desk: what AIS sells (tested code libraries, CVE intelligence, the Agent Flight Recorder), which building serves what, key prices, and how agents can buy over x402.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the entire behavioral burden. It discloses one genuine trait — the call is free — but says nothing about permission requirements, response shape, or whether the content is static vs. live pricing, which is significant given the tool advertises prices that could change.

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 sentence, front-loaded with the most decision-relevant token ('FREE') and then a compact enumeration of contents. The parenthetical list is dense but every item maps to real advertised content, so little is wasted; slightly heavier than needed for the amount of guidance it gives.

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 zero-parameter, no-output-schema informational tool, the description is sufficient: an agent knows what it will learn and that it costs nothing. The remaining gap is the lack of differentiation from how_to_pay and list_buildings, which leaves some ambiguity about call ordering.

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

Parameters4/5

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

The tool takes zero parameters, so there is no parameter semantics to document and the baseline of 4 applies. The description correctly implies a parameterless catalog call rather than suggesting any filtering input.

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?

Names a concrete resource (the AIS front desk / catalog) and enumerates the content: tested code libraries, CVE intelligence, Agent Flight Recorder, buildings, prices, x402 purchasing. That is specific enough to distinguish it from a generic help tool, but the overlap with siblings is unresolved — 'which building serves what' duplicates list_buildings and 'how agents can buy over x402' duplicates how_to_pay.

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?

The leading 'FREE' hints that cost is not a barrier to calling it, but there is no explicit when-to-use guidance and no routing to or away from the two siblings. An agent cannot tell from this text whether to read about_aislabs first or go straight to list_buildings/how_to_pay.

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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