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Nexscope Ecommerce Data MCP

Amazon Advertising

nexscope_amazon_advertising

Accepts only documented ads_manager.sb/sd/sp operation IDs. Provider methods and paths are derived server-side; mutations require preview followed by confirmation.

Input Schema

NameRequiredDescriptionDefault
actionNopreview (default) or confirm for mutations; ignored for reads.
adTypeNoRequired only by ads_manager.sb.create_ads.
payloadNoDocumented fields for the selected operation; required by create/update operations. SP POST /list filters such as campaignIdFilter and stateFilter belong in payload as objects with non-empty include arrays of strings.
operationIdYesExact catalog operation ID, for example ads_manager.sp.list_campaigns.
queryStringNoOptional operation-specific query string without a leading ?; do not use it for SP POST /list filters.
connectionIdYesOwned Amazon Ads connection ID.
confirmationTokenNoSingle-use token required when action is confirm.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

The annotations only say readOnlyHint=false and openWorldHint=true, so the description earns credit for disclosing two non-obvious traits: provider methods/paths are derived server-side (so the caller never supplies them) and mutations are two-phase with a single-use confirmation token. It does not cover error/rollback behavior or rate limits, but the two-phase commit disclosure is substantive context beyond annotations.

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?

Two front-loaded sentences with no filler, and the most consequential constraint (documented IDs only) comes first. Given the complexity of the tool, however, the extreme terseness leaves no structure for discovering the operation catalog, which borders on under-specification rather than conciseness.

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?

For an open-world, 7-parameter meta-tool with no output schema, the description covers the call contract but omits critical operational context: where the valid operationId catalog lives, what happens if a confirm fails or the token expires, and how reads differ from mutations in practice. Sufficient to attempt a call, insufficient to be confident without trial and error.

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%, so the schema already documents operationId, action, payload, queryString, connectionId, confirmationToken, and adType. The description only reinforces the operationId naming family; it adds no new semantics about payload shape or the preview/confirm token lifecycle beyond what the schema states. Baseline 3 is appropriate.

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

Purpose3/5

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

The description identifies the tool as a dispatcher over 'ads_manager.sb/sd/sp operation IDs', which tells an agent it executes Amazon Ads operations generically. However, it never states the verb directly (execute/call an ads operation) and does not distinguish itself from sibling entry points such as nexscope_amazon_ads_manager, nexscope_amazon_ads_reporting, or the many nexscope_data_amazon_ads_developer_proxy_* tools. The purpose is inferable but not sharply drawn.

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

Usage Guidelines3/5

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

The mutation workflow ('preview followed by confirmation') is real usage guidance and the constraint that only documented operation IDs are accepted narrows inputs. But there is no when-to-use-this-vs-alternative guidance against the many sibling Amazon Ads tools, and no prerequisites (connection setup, authorization) are described. Guidance is implied rather than explicit.

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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