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Read-only PAPER market research for autonomous agents; no live trading or alpha claim.

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Status
Healthy
Uptime
0.3% over 28 days
Last Tested
Transport
Streamable HTTP · MCP 2026-07-28
URL

TDQS

A3.6/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so an agent cannot misselect between tools. Its purpose is clearly scoped to returning paper-only AET opportunity research snapshots.

Naming Consistency4/5

The single tool uses descriptive snake_case, which is readable and consistent. However, with only one tool there is no broader naming pattern to verify, and the name is somewhat verbose.

Tool Count2/5

A single tool is very thin for a server framed as 'Machine Commerce.' Even if the intended scope is only paper research snapshots, the surface feels under-scoped.

Completeness2/5

The tool only returns 1-5 sample snapshots and offers no broader retrieval, filtering, lifecycle, or related research operations. For the apparent domain, this leaves significant gaps and likely causes dead ends for agents.

Available Tools

1 tool
aet_opportunity_rank_sampleAET Opportunity Rank SampleA
Read-onlyIdempotent
Inspect

Return 1-5 sanitized PAPER-only AET opportunity research snapshots. No live-trading or execution authority.

NameRequiredDescriptionDefault
limitNo

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, so the safety bar is lower. The description still adds real context the annotations lack: the output is bounded to 1-5 items, is 'sanitized', and carries no execution authority.

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?

Two sentences, front-loaded with the core return behavior and followed by the safety scope. Nothing is padded and every clause carries information.

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 one-optional-parameter, no-output-schema tool, the description is adequate on purpose and safety. It is thin on what a snapshot actually contains and on the sole parameter, which is left entirely to a schema with no property descriptions.

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 coverage is 0% for the single `limit` parameter, so the description would need to compensate. 'Return 1-5' hints at the count range but never mentions `limit`, its default of 3, or what happens when it is omitted; the schema's min/max already encode the range, so the description adds little.

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: 'Return ... AET opportunity research snapshots,' with useful qualifiers ('sanitized', 'PAPER-only'). It does not explain what a 'snapshot' or the 'rank' in the tool name contains, so the domain object stays somewhat opaque, but the action is unambiguous.

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?

'No live-trading or execution authority' effectively excludes an execution use case, implying this is for research/discovery only. With no siblings there is no alternative to route to, but there is no positive statement of when an agent should call this versus other data sources.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • First observedaet_opportunity_rank_sample

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