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kevaremesh

KEVAREMESH Schema Transformation Planner

schema_transform_plan
Read-onlyIdempotent

Builds a deterministic field-level transformation plan from caller-supplied source and target schemas, including renames, casts, defaults, drops and unresolved required fields. Use this tool when generate the actual adapter/transformation plan after compatibility checking; existing products only report compatibility or missing fields. Do not use it for unrelated general knowledge or unsupported legal, identity, sanctions, fraud, contractual, or regulatory adjudication. Paid resource; x402 price is $0.002 USD per call at the direct resource URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
hintsNo
source_fieldsYes
target_fieldsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds 'deterministic' (consistent with idempotency) and discloses that it is a paid resource with a specific price, which is useful operational context. However, it does not go beyond annotations in terms of side effects or prerequisites, so the value added is modest.

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 two sentences, with the core purpose front-loaded in the first sentence. The second sentence packs usage guidance, exclusions, and pricing—somewhat dense but not verbose. It could be trimmed, but it is efficient and readable, earning a high score without hitting 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description does not explain the return format, though it lists what the plan contains (renames, casts, etc.) as a partial indication. It also lacks information on prerequisites, error conditions, or how to interpret the output. For a moderately complex tool with three parameters and no output schema, this is a noticeable gap, but the description still covers the core purpose and usage.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate. It mentions source_fields and target_fields as 'caller-supplied source and target schemas' but does not explain their structure, format, or how 'hints' (the third parameter) is used. The list of transformations (renames, casts, etc.) hints at output content, not input semantics. This is a significant gap for a tool with 3 parameters, all undocumented in the schema.

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?

States a specific verb and resource: 'Builds a deterministic field-level transformation plan' from caller-supplied schemas. It enumerates what the plan includes (renames, casts, defaults, drops, unresolved required fields), and explicitly distinguishes itself from 'existing products' that only report compatibility or missing fields, which separates it from siblings in the list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit when-to-use: 'Use this tool when generate the actual adapter/transformation plan after compatibility checking', and contrasts with existing products. Also includes a clear exclusion: 'Do not use it for unrelated general knowledge or unsupported legal, identity, sanctions, fraud, contractual, or regulatory adjudication.' This gives both positive and negative usage guidance.

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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