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AllClear Lending

Estimated match: which program types fit

estimate_match
Read-only

Lane PC (investor property) or BC (business capital). Returns program TYPES with plain descriptions and typical ranges from categorical answers plus optional rounded figures. An estimated match, never an offer. PC answers: deal (purchase|refinance|purchase_rehab), occupancy (investment|owner), owner (entity|individual), propertyType (1-4|5-20|mixed), experience (0|1-2|3-5|6+), exit (sell|dscr|unsure), optional purchasePrice, rehabBudget, afterRepairValue. BC answers: timeInBusiness (<1|1-2|2-5|5+), nsf (0|1-3|4+), openPositions (no|yes), use (inventory|equipment|payroll|expansion|refinance|other), optional monthlyDeposits, amount.

Input Schema

NameRequiredDescriptionDefault
laneYes
answersYes

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 declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered; the description still adds real value by stating this produces an estimate and never an offer, and by noting inputs are categorical answers with optional rounded figures. It does not cover return shape beyond 'program TYPES', but the non-commitment caveat is the key behavioral fact for this domain.

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?

Dense but efficient: one purpose sentence, one disclaimer, then two tight per-lane value inventories with all keyword noise removed. The opening 'Lane PC ... or BC ...' fragment is a slightly awkward lead, but nothing is repeated or wasted.

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, the description must describe returns and does so in outline (program types, plain descriptions, typical ranges) while fully documenting the nested answers object. Remaining gaps are modest: what the ranges measure (rate, amount, term), and what happens if answers from the wrong lane are supplied.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and the schema itself is a permissive object with only a maxLength constraint, so the description carries the entire burden and does: it enumerates the exact allowed values for every PC answer (deal, occupancy, owner, propertyType, experience, exit) and every BC answer (timeInBusiness, nsf, openPositions, use), and marks which keys are optional numeric figures. This far exceeds what the input schema conveys.

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?

The second sentence gives a specific verb and resource: returns program TYPES with plain descriptions and typical ranges from categorical answers. That distinguishes it from find_lenders (a directory lookup) and lender_program (a single program detail). The opening lane abbreviation fragment is more parameter preamble than purpose statement, so the core is clear but not perfectly front-loaded.

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?

The description never says when to call this instead of find_lenders, lender_program, or next_best_option, nor does it state prerequisites such as call order or what to do if the user's lane is unknown. The only usage-adjacent statement is the disclaimer 'An estimated match, never an offer', which sets expectations rather than routing the agent.

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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