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Cluster buys

cluster_buys
Read-onlyIdempotent

Find issuers where multiple distinct insiders independently bought with their own money (code P) inside a window - a signal raw EDGAR cannot answer. Sorted by total value.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
window_daysNoLookback window in days, default 30.
min_value_usdNoMinimum combined buy value per issuer in USD.
min_distinct_insidersNoMinimum distinct buyers per issuer, default 2.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • addedInput schema / $schema
      Added value: +"https://json-schema.org/draft/2020-12/schema"
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / min_distinct_insiders / default
      Added value: +2
    • addedInput schema / properties / window_days / default
      Added value: +30
  2. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so the safety profile is covered. The description adds meaningful behavioral detail: eligibility is restricted to code P, insiders must be distinct, there is a lookback window, and results are sorted by total value. This is useful context beyond what annotations provide.

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 one tight sentence that front-loads the core action and criteria, and it wastes no words. It clearly states what the tool does, why it matters, and how results are ordered.

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 read-only tool with moderate complexity and fully documented optional parameters, the description covers the essential behavior and output ordering. The absence of an output schema leaves the return shape somewhat unspecified, but this does not prevent correct invocation.

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?

All three parameters are already documented in the schema with 100% coverage, so the baseline applies. The description echoes the concepts of window, distinct insiders, and total value but adds no new parameter-level meaning beyond the schema.

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

Purpose5/5

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

The description clearly states the verb and resource: find issuers where multiple distinct insiders independently bought with code P in a window. It also distinguishes itself from raw EDGAR trade data by framing the output as an analytical signal, which separates it from sibling tools like get_insider_trades.

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 cluster-buy signal detection rather than raw trade lookup, but it never explicitly names an alternative or states when not to use it. The 'raw EDGAR cannot answer' phrase provides context but leaves routing to inference.

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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