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Recent entity buyers near a property

find_recent_buyers
Read-onlyIdempotent

List companies and other entities that bought property within 0.5 miles of a Dallas or Collin County lead in the last 24 months, using county appraisal-district deed dates, ranked by how many Dallas and Collin County purchases they made in that period and then by nearby purchases, with up to 3 recent purchases each. 25 buyers per page; pass page for the next ones (total and has_more say how many there are). Individual buyers are left out. The data cannot show whether a purchase was cash and has no prices. Read-only.

Input Schema

NameRequiredDescriptionDefault
pageNo1-based page of 25 buyers
lead_idYesRBSHome property id, County:account, for example 'Collin:2771234' or 'Dallas:00000776655'

Output Schema

NameRequiredDescriptionDefault
urlYes
pageYes
notesYes
totalYes
buyersYes
monthsYes
lead_idYes
sourcesYes
has_moreYes
page_sizeYes
radius_miYes
data_as_ofYes
disclaimerYes
buyers_totalYes
nearby_deedsYes
individuals_omittedYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already cover readOnly, idempotent, non-destructive, and closed-world, so the bar is lower, and the description still adds real substance: deed-date provenance, the ranking rules (county purchase count then nearby purchases), the 3-purchase cap per buyer, and explicit data limitations (no cash indicator, no prices, individuals excluded). It stops short of describing auth or rate behavior, but for a read-only lookup the disclosure is strong.

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?

Single dense paragraph with the core purpose front-loaded, followed by ranking, pagination, and caveats in a sensible order. Nearly every clause earns its place, though the long compound opening sentence would read better split.

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?

With an output schema present, the description need not explain return values, and it still covers provenance, ranking, per-buyer limits, pagination signals, and the key data gaps (no cash flag, no prices, no individuals). Nothing an agent needs to call this correctly or interpret results is missing.

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 coverage is 100% and the schema already documents both parameters, including the 25-per-page size and the lead_id format. The description reinforces pagination behavior ('pass page for the next ones') and mentions total/has_more, but adds little parameter meaning the schema does not already carry, so the baseline 3 applies.

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 (list) and a precisely scoped resource: entities that bought property within 0.5 miles of a Dallas/Collin lead in the last 24 months, sourced from appraisal-district deed dates. The scope itself separates it from siblings like find_likely_buyers or find_entity_owner, though the description never names those alternatives explicitly.

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 context of use is implied clearly (find who has been buying near a specific lead), and pagination guidance ('pass page for the next ones') is given. There is no explicit when-to-use versus find_likely_buyers or find_owner_portfolio, and no stated prerequisites or exclusions beyond 'individual buyers are left out'.

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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