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ICONIC Agent-Native Marketplace — Seven Specialist Services

Reconcile Synthetic

marketplace_reconcile_synthetic
Read-only

A real, limited deterministic reconciliation on fictional numbers, NO customer data.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "previous": "<previous>",
      "current": "<current>"
    },
    "name": "marketplace_reconcile_synthetic"
  }
}

Input Schema

NameRequiredDescriptionDefault
currentYes
previousYes
key_fieldNoid
value_fieldNovalue
synthetic_onlyNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuinely new behavior context beyond that: the operation is deterministic and 'limited' in scope, and it operates on fictional numbers with no customer data — useful for a model deciding whether a run is safe and reproducible. It stops short of describing what is returned (match/mismatch records) or how 'limited' bounds the input size.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One short, front-loaded sentence with no filler, which is structurally clean. However, the brevity comes at the cost of substance — the space is spent on disclaimers rather than on what the tool computes, so it is under-specified rather than efficiently concise.

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

Completeness2/5

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

With five parameters, no output schema, and no annotation detail about return values, the description leaves an agent unable to predict the response shape or the effect of the field-mapping parameters. For a reconciliation tool whose whole value is in key/value field selection, this is too thin to call the tool correctly without trial and error.

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% across five parameters, and the description explains none of them. 'previous' and 'current' are only loosely inferable from the word 'reconciliation', and the critical controls 'key_field' (default 'id'), 'value_field' (default 'value') and 'synthetic_only' (default false) are completely undocumented in both the schema and the prose. This is a significant gap given that the matching semantics depend entirely on those fields.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description restates the title ('reconciliation') and spends most of its words on data-safety assurances ('fictional numbers, NO customer data') rather than stating what the tool actually computes. It never says whether it diffs 'previous' against 'current', reports matched/unmatched keys, or returns discrepancies, so an agent cannot tell what operation it performs. It is closer to a tautology plus a disclaimer than a definition of purpose.

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?

There is no when-to-use or when-not-to-use guidance, and no sibling is named. The siblings are checkout/offer/order tools, so an agent would benefit from knowing this is the offline synthetic-data branch, but the description only implies that via 'fictional numbers'. The 'synthetic_only' flag is never explained as a selection condition.

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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