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Fundz

Renewal Radar (UCC refinancing windows)

get_refinancing_windows
Read-onlyIdempotent

Companies whose active UCC-1 liens lapse within 12 months (Renewal Radar). UCC liens expire after 5 years — the incumbent lender must re-file or lose priority, so each approaching lapse is a refinancing window with a date on it. For lenders, MCA/ISO, and equipment finance. California + Colorado coverage (CO refreshed daily). No API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoCompany name search
stateNo2-letter US state filter

Schema Changelog

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

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare this read-only, idempotent, and non-destructive. The description adds meaningful behavioral context: UCC liens expire after 5 years, the incumbent lender must re-file or lose priority, and results represent windows with dates. It also discloses coverage limitations and that no API key is required, giving agents a fuller picture of what to expect.

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 moderate in length but every sentence contributes: core output, the legal/domain rationale, target audience, coverage, and access requirements. The key concept is front-loaded, and the supporting detail is tightly written. It earns a 4 rather than 5 because the legal explanation could be slightly trimmed without losing meaning.

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?

For a read-only, no-output-schema data lookup, the description is largely complete: it explains what is returned, the geographic coverage, refresh cadence, and authentication requirement. Minor details such as whether results are sorted by expiration date or the exact output fields are absent, but these are not critical for an agent to invoke the tool correctly.

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?

Both parameters are fully documented in the schema, so the description is not required to carry the burden. It does add contextual value by implying the 'state' filter is relevant to the California/Colorado coverage and framing 'q' as a company name search, but it provides no additional syntax or parameter-specific guidance beyond schema. Baseline 3 is appropriate.

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 lists companies whose active UCC-1 liens lapse within 12 months, framing each as a refinancing window. This is a specific, well-defined resource that is obviously distinct from the sibling tools (which cover benefits, brokers, lenders, etc.). The 'Renewal Radar' title is explained rather than left vague.

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 identifies the target users (lenders, MCA/ISO, equipment finance) and notes the practical value (lien expiration creates refinancing opportunities). It also gives coverage scope (California + Colorado) and update cadence (CO refreshed daily). It doesn't explicitly state when not to use it or name an alternative, but the strong domain context makes the intended use clear.

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

A4.1/5.0
Disambiguation4/5

Most tools target clearly distinct signals, but get_funded_and_hiring and get_money_in_motion both identify recently funded companies with an additional activity signal, and the UCC-derived tools share underlying lender/borrower data. Descriptions are detailed enough to resolve most ambiguity, though an agent could briefly hesitate between those pairs.

Naming Consistency5/5

All tool names follow the same get_<descriptive_noun_phrase> pattern, which is predictable and readable for a data-query API. The naming convention is consistent across the entire set.

Tool Count5/5

Seven tools is well-scoped for a lead-generation and prospecting data server. Each tool represents a distinct buying signal or directory lookup, and none feel redundant or purely decorative.

Completeness4/5

The tool set covers the key prospecting triggers advertised: benefit plan activity, funded companies with hiring or executive moves, broker/lender directories, refinancing windows, and stacked borrowers. A minor gap is the lack of a more generic company/funding search or contact-level data, but the core workflow of finding qualified prospects is well covered.