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AgentSEO Backlinks Opportunity Finder

agentseo_backlinks_opportunity_finder

Turn supplied backlink prospects, competitor link gaps, and owned assets into prioritized safe outreach, reclaim, repair, and digital PR actions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
syncNo
targetYes
prospectsYes
min_priorityNomedium
owned_assetsNo
campaign_goalNomixed
max_spam_scoreNo
max_opportunitiesNo
competitor_domainsNo
include_outreach_anglesNo
existing_backlink_domainsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description must fully inform about side effects, resource consumption, or authorization needs. It only states the high-level transformation without revealing any behavioral traits such as whether it modifies data, requires specific permissions, or has rate limits.

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?

The description is one sentence, which is concise but not structured. It front-loads the purpose but does not provide any breakdown of parameters or steps. It could be more helpful with a brief summary of the parameters or output.

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?

Given the tool has 11 parameters, nested objects, and no output schema, the description is incomplete. It does not explain the return value, how to interpret the output, or how the parameters influence the result. The description is too terse for the tool's complexity.

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

Parameters1/5

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

The input schema has 11 parameters with 0% schema description coverage, meaning no descriptions within the schema itself. The tool description does not explain any of these parameters, leaving the agent without meaning on what each parameter (e.g., sync, prospects, owned_assets) expects or does.

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 uses a specific verb ('Turn') and identifies the resources ('backlink prospects, competitor link gaps, and owned assets') and the output ('prioritized safe outreach, reclaim, repair, and digital PR actions'). It clearly distinguishes this tool from sibling tools like agentseo_backlinks_list or agentseo_backlinks_competitors, which are more for listing or analyzing, not for generating actionable items.

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 description implies usage when you have backlink prospects and owned assets, but it does not explicitly state when to use this tool versus alternatives (e.g., when to use agentseo_opportunities_find instead). It lacks guidance on when not to use or when to prefer sibling tools.

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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