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Black Label Real Estate Website MCP

estate_stats

Corpus totals for the public-records API (total_records, live_properties, archived_properties, states, counties, freshness).

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. It does disclose the shape of the result set (counts plus a freshness metric), which is useful, but it never states that the call is side-effect free, whether results are cached, or how 'freshness' should be interpreted.

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?

A single front-loaded sentence that names the resource first and then the payload. Every token earns its place; nothing is padded or repeated.

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?

With no output schema and no annotations, the description's enumeration of returned fields does the work of documenting the response. Complete enough for a zero-parameter read tool, though the meaning of 'freshness' remains unspecified.

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 tool takes zero parameters, so per the rubric the baseline is 4. There is nothing further the description could add on parameter semantics.

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 resource and effect: it returns corpus totals for the public-records API, and enumerates the concrete metrics (total_records, live_properties, archived_properties, states, counties, freshness). That is enough to separate it from siblings like estate_search or estate_parcel, though it never explicitly contrasts with the closest-sounding sibling, estate_coverage.

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 statement, no prerequisites, and no named alternative. An agent can infer that this is the endpoint for aggregate counts, but nothing tells it to prefer this over estate_coverage when it wants coverage-style statistics.

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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