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BaaS Provider Comparator

baas_provider_comparator
Read-onlyIdempotent

Compare and score BaaS providers across 10 dimensions with adjustable weighting. Outputs a weighted comparison matrix and Markdown evaluation memo.

Instructions

Score and compare BaaS providers across 10 capability dimensions (regulatory standing, programme management, card issuance, rails, KYC/KYB, disputes, developer experience, pricing, FDIC pass-through, compliance tooling) with a user-adjustable 1-5 weighting matrix. Outputs a weighted comparison matrix and Markdown evaluation memo. Browser-based, client-side only, zero PII. Renders the interactive AINumbers tool as a widget; inputs are applied via the AIN Bridge and the tool runs client-side (zero PII, zero network).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNoMap of tool input element IDs to values (see manifest input_schema). Applied via AIN Bridge prefill.
Behavior4/5

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

The description discloses key behavioral traits: browser-based, client-side execution, zero PII, and inputs via AIN Bridge. Annotations already indicate readOnly, idempotent, and non-destructive; the description adds environmental and data handling details without contradiction.

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 relatively concise with two sentences that front-load the purpose and key constraints. There is minor redundancy (zero PII mentioned twice), but overall no wasted words.

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?

Given the tool's complexity (10 dimensions, weighting matrix), the description adequately explains the purpose, inputs, outputs (matrix and memo), and constraints (client-side, no PII). No output schema exists, but the output format is described sufficiently.

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_description_coverage is 100% as the schema's description for 'inputs' is identical to the main description. The description does not add new information about parameters beyond what the schema already provides, but it gives context about the capability dimensions and weighting matrix.

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 verb (score and compare), the resource (BaaS providers), and specifies 10 capability dimensions. It distinguishes itself from sibling tools such as compare_agentic_payment_protocols by focusing specifically on BaaS providers.

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 provides context about the tool being browser-based and client-side with zero PII, but it does not explicitly state when to use this tool versus alternatives like compare_agentic_payment_protocols or other evaluation tools. No when-to-use or when-not-to-use guidance is given.

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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