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jyarbro

eBay Seller MCP Server

by jyarbro

ebay_find_listing_recommendations

Get recommendations for your eBay listings to identify improvements that boost performance. Input listing IDs to receive actionable suggestions.

Instructions

Find listing recommendations for items. Returns suggestions to improve listing performance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results to return
filterNoFilter criteria
offsetNoNumber of results to skip
listingIdsNoArray of listing IDs to get recommendations for
marketplaceIdNoMarketplace ID
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only states it 'finds recommendations' and 'returns suggestions', but does not disclose whether it modifies data, rate limits, prerequisites, or any side effects. Minimal behavioral context.

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?

Two sentences, no wasted words, but could be more informative. The structure is acceptable but doesn't prioritize key details like required context or return format.

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 5 optional parameters and no output schema, the description is insufficient. It doesn't explain what kind of recommendations are returned, how to interpret results, or the relationship between parameters. More detail is needed for effective use.

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 coverage is 100%, so basedline is 3. The description adds no parameter information beyond what the schema already provides. For example, it doesn't explain how 'listingIds' or 'filter' affect recommendations.

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 description clearly states the verb 'Find' and the resource 'listing recommendations for items', with additional context about improving listing performance. However, it does not differentiate from numerous sibling tools that also deal with listings and recommendations.

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?

No guidance on when to use this tool versus alternatives like ebay_get_listing_violations or ebay_suggest_items. The description implies usage for improving listings but provides no exclusions or context.

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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