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Agentcity Robinhood Chain Research

agentcity_robinhood_daily_brief

Read-only briefing combining new Robinhood launches, 24-hour trending data, and optionally recent smart-money trades.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
launchLimitNo
trendingLimitNo
includeSmartMoneyNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It does disclose 'Read-only' and that smart-money data is conditional, which is useful. It says nothing about rate limits, latency, auth requirements, or that limits are capped (schema maxima of 80/100), leaving meaningful gaps.

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 front-loaded sentence with no filler; the read-only nature and the aggregation scope lead. Slightly terse for a 3-param tool, but every clause earns its place.

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?

No output schema, no annotations, and 3 undocumented params. The description conveys the shape of the return (a combined brief) well enough to call it, but omits default behavior and any indication of how the aggregated payload is structured.

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 0%, so the description must compensate. It conceptually maps to all three params (launches → launchLimit, trending → trendingLimit, optional smart-money → includeSmartMoney), which is real value, but it never names the parameters or mentions their defaults (30/30/false) or ranges.

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+resource (read-only briefing) and enumerates the exact content it aggregates: new Robinhood launches, 24-hour trending, and optional smart-money trades. This distinguishes it in substance from siblings like list_robinhood_launches and robinhood_trending, though it never names them.

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?

No when-to-use or when-not-to-use guidance is given. The description tells you what the brief contains but not why an agent would pick it over the individual list_robinhood_launches / robinhood_trending / robinhood_smart_money tools, nor what the tradeoff is (e.g., one round-trip vs. targeted calls).

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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