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theodor90

form4api-mcp

get_data_quality

Read-only

Assess dataset freshness, ingestion latency, and coverage metrics to ensure the data is current before relying on it.

Instructions

Public data-quality, freshness and coverage metrics for the whole dataset. Returns public, keyless metrics on data freshness, ingestion latency, corpus coverage, and post-trade returns coverage — use this to check whether the dataset is current before relying on it (e.g. confirm Form 4 ingestion isn't stalled, or that price data isn't stale), not to look up any single company, insider, or transaction. Includes: most recent Form 4 processed timestamp and median/p95 filing-accepted-to-processed latency in seconds, latest price-bar date and how many days behind it is, total companies/transactions tracked plus filing counts by form type (4, 144, 13F-HR), the percentage of 13F CUSIPs resolved to a ticker, and the percentage of eligible transactions with fully computed post-trade returns. Takes no parameters. Cached for 30 minutes; no API key or plan required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds valuable context: caching for 30 minutes, no API key required, and a detailed list of returned metrics. This goes beyond the annotations without contradicting them.

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?

The description is well-structured, starting with purpose, then usage guidance, then a bulleted list of included metrics, and finally caching/auth notes. It is slightly long but every sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description provides a comprehensive list of what is returned (timestamps, latencies, counts, percentages) and context on caching and public access. The tool is simple and the description fully explains its behavior and output.

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 schema has zero parameters and the description explicitly confirms 'Takes no parameters', adding certainty. With no parameters, the baseline is 4, and the description fulfills that.

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 tool returns public data-quality metrics for the whole dataset, using specific verbs like 'returns' and 'use this to check'. It distinguishes itself from sibling tools by explicitly stating it is not for looking up individual companies or transactions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear when-to-use guidance ('check whether the dataset is current before relying on it') and what not to use it for ('not to look up any single company'). It mentions it's public and needs no API key, but does not explicitly name alternative sibling tools.

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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