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Glama

Medicare Enrollment and Revalidation Data

Get pending Medicare behavioral-health data preview

get_pending_medicare_behavioral_health_preview
Read-onlyIdempotent

Return the current validated 10-row public preview of behavioral-health NPIs newly present in CMS pending first-time Medicare enrollment files, with source dates, national counts, limitations, and an optional buyer-funded full-edition handoff. This read-only tool cannot start an Apify run, open checkout, contact applicants, or purchase anything.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
statesNoOptional two-letter state or territory codes used to filter the public 10-row preview.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

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

Beyond the readOnlyHint annotation, the description discloses important behavioral boundaries: it cannot start Apify runs, open checkout, contact applicants, or purchase anything. It also describes the output as 'validated' and includes 'limitations,' adding meaningful behavioral 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 concise, front-loaded with the primary purpose, and the second sentence adds necessary exclusions. No words are wasted, and it remains readable despite the complex subject matter.

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 the tool has only one optional parameter, no output schema, and rich annotations, the description is complete enough: it states what data is returned (10-row preview, source dates, national counts, limitations) and clarifies the optional handoff. It covers all needed invocation context.

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?

The sole parameter 'states' is already fully documented in the input schema with a clear description. The tool description adds no additional semantics about the parameter, so the baseline score of 3 applies.

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 uses a specific verb ('Return') and clearly identifies the resource: a current validated 10-row public preview of behavioral-health NPIs in CMS pending first-time Medicare enrollment files. This distinguishes it from the sibling tools, which focus on revalidation due dates and purchase offers.

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 explicitly states when not to use this tool: 'cannot start an Apify run, open checkout, contact applicants, or purchase anything.' This gives clear exclusions, but it does not name alternative tools for those actions, so it stops short of full guidance.

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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TDQS

A4.3/5.0
Disambiguation5/5

Each tool targets a distinct aspect of Medicare data: revalidation due dates, subscription offer details, and behavioral health enrollment preview. There is no overlap in purpose, so an agent can clearly differentiate them.

Naming Consistency4/5

All tool names start with a verb followed by 'medicare' and a descriptive noun phrase, but the verbs are inconsistent: 'check_' for the first tool and 'get_' for the other two. Otherwise, the pattern is clear and descriptive.

Tool Count3/5

With only 3 tools, the server feels thin for the broad domain of 'Medicare Enrollment and Revalidation Data'. However, each tool serves a specific, read-only data lookup purpose, so the count is borderline but acceptable for a focused subset.

Completeness3/5

The tools cover three specific data points, but there are notable gaps: no tool for general enrollment status, NPI lookup, or historical data. The inclusion of a sales-oriented tool (roster watch offer) further suggests incomplete coverage of the data domain.