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SEO Backlink Analysis

backlink_summary
Read-onlyIdempotent

Return a domain's backlink profile: domain rank, total backlinks, referring domains, spam score, and link distribution.

Related: whois.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesBare domain name such as example.com. No protocol (https://), path, or port; internationalized names in punycode (xn--...).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
cmsNo
rankNoDomain rank (0-1000 logarithmic scale)
errorNoError message when success is false
cachedNo
domainNo
serverNo
countryNo
successYes
backlinksNoTotal number of backlinks
first_seenNo
ip_addressNo
broken_pagesNo
crawled_pagesNo
referring_ipsNo
referring_pagesNo
broken_backlinksNo
referring_domainsNo
referring_subnetsNo
target_spam_scoreNoSpam score of domain itself (0-100)
referring_links_tldNoBacklink count by referring TLD
backlinks_spam_scoreNoSpam score of incoming backlinks (0-100)
external_links_countNo
internal_links_countNo
referring_links_typesNoBacklink count by link type (anchor, image, redirect, etc.)
referring_main_domainsNo
referring_pages_nofollowNo
referring_links_attributesNoBacklink count by link attribute (nofollow, sponsored, ugc, etc.)
referring_links_platform_typesNoBacklink count by platform type (blogs, news, ecommerce, etc.)
referring_main_domains_nofollowNo
referring_links_semantic_locationsNoBacklink count by semantic HTML location

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / domain / description
      Previous value: -"Domain name (no protocol or path)"New value: +"Bare domain name such as example.com. No protocol (https://), path, or port; internationalized names in punycode (xn--...)."
  2. Added

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false and destructiveHint=false, so the safety profile is fully covered elsewhere. The description adds only a list of returned metrics, which is largely redundant with the existing output schema, and says nothing about rate limits, caching, or failure modes.

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?

Front-loaded with the action and payload in a single efficient sentence, followed by a short pointer. No filler or repetition of the title. The 'Related: whois' fragment is minimal but doesn't clutter.

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

Completeness4/5

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

With a rich output schema and full annotation coverage on a read-only, idempotent single-parameter tool, the description is close to sufficient. Its only real gap is the absence of guidance about when this analysis is the right one to call relative to the many sibling SEO tools.

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?

The single 'domain' parameter has 100% schema description coverage, including format constraints (bare domain, no protocol/path/port, punycode for IDN), so the schema carries the full burden. The description adds no additional parameter meaning, which matches the baseline 3 for high coverage with a non-zero parameter count.

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?

States a specific verb (Return) and resource (a domain's backlink profile) and enumerates the profile components (domain rank, total backlinks, referring domains, spam score, link distribution). It does not differentiate itself meaningfully from the many sibling analysis tools beyond a bare 'Related: whois' pointer, which is about a different tool rather than a contrast.

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 explicit when-to-use guidance, no prerequisites, and no statement of when another sibling (e.g. keyword_data, tld_rank, whois) would be the better choice. The trailing 'Related: whois' hints at adjacency but offers no selection criteria.

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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