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Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
ekvanauk/rentrollapi-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4.4/5.0

Scored across 2 tools

Disambiguation5/5

The two tools target distinct document types: one for T12/operating statements and one for rent rolls. There is no overlap in purpose; an agent can easily select the correct tool based on the document at hand.

Naming Consistency5/5

Both tool names follow a consistent 'extract_' prefix followed by the document type noun. The pattern is uniform and predictable, making it easy to infer the tool's function from its name.

Tool Count4/5

With only two tools, the server is minimal but well-scoped for its stated domain of extracting data from commercial real estate documents. It covers the two most common document types; a third tool might be plausible but the count is not excessive or insufficient for a focused utility.

Completeness4/5

The server covers the two core document types in commercial real estate analysis (T12/operating statement and rent roll). Minor gaps could include lease documents or property financial summaries, but for the apparent purpose, the surface is reasonably complete with no dead ends.

Available Tools

2 tools
extract_operating_statementA
Read-only
Inspect

Extract structured, verified data from a commercial real estate T12 / operating statement (trailing-twelve-month income and expense report; PDF, Excel .xlsx, or CSV; native or scanned). Returns property info, reporting months, and categorized line items (income, expenses, subtotals) with monthly values and totals, plus a deterministic verification report that reconciles row totals against monthly values and Effective Gross Income, Total Operating Expenses, and Net Operating Income against the underlying rows. Every field carries a status and confidence; uncertain fields are flagged, never silently guessed. Anonymous use is limited to 3 documents/day; pass an API key from rentrollapi.com via the X-Api-Key header for more.

Inputs: fileName (required), documentBase64 (required).

extract_rent_rollA
Read-only
Inspect

Extract structured, verified data from a commercial real estate rent roll document (PDF, Excel .xlsx, or CSV; native or scanned). Returns property info, one record per unit (unit number, tenant, square feet, lease dates, rents, occupancy), stated totals, and a deterministic verification report that reconciles recomputed totals against the document's stated totals. Every field carries a status and confidence; uncertain fields are flagged, never silently guessed. Anonymous use is limited to 3 documents/day; pass an API key from rentrollapi.com via the X-Api-Key header for more.

Inputs: fileName (required), documentBase64 (required).

Tool Schema Changelog

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