Server Quality Checklist

Tool Scores

• find_expiredA
  3.8/5.0
  Behavior3/5

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

  With no annotations, the description carries the full transparency burden. It discloses the internal process (searches CC CDX, checks liveness) and the output (domain status), but it omits potential side behaviors like network latency, external dependency on Common Crawl, or how 'live' status is determined. This is adequate but not richly detailed.

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

  Conciseness5/5

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

  The description is two sentences, front-loading the main purpose and then adding process and output details. Every word contributes value, with no redundant information or filler.

  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?

  No output schema exists, so the description must explain return values, and it does by specifying 'domain status (expired/parked/live)'. The tool is simple (2 params, no nested objects), and the description covers input, process, and output adequately for an agent to invoke it. Minor gaps like exact result structure or edge cases keep it from a 5.

  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% for both parameters, so the baseline is 3. The description references keywords in the context of niche matching but does not add deeper semantics about how limit is applied or how keywords are combined. It does not compensate beyond the schema.

  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 clearly states the tool finds expired or parked domains in a niche using Common Crawl, which is a specific verb+resource+method. It distinguishes from siblings like check_domain (which likely checks a single domain) and discover_backlinks by focusing on finding multiple status-classified domains.

  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 for niche-based searches of expired/parked domains, but it does not explicitly state when to prefer this over alternatives like check_domain. No exclusions or alternative tool references are provided, so guidance is only implied.

  Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

• check_domainA
  4/5.0
  Behavior4/5

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

  With no annotations provided, the description carries the full burden. It clearly discloses the tool's behavior by listing the specific checks performed (liveness, parked page, Common Crawl count, last seen date). This gives a concrete picture of the tool's operation, though it does not mention potential side effects or rate limits, which are likely minimal for a check operation.

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

  Conciseness5/5

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

  The description is a single, front-loaded sentence that efficiently conveys the tool's scope and key features. It contains no filler and every word adds value, making it appropriately concise and well-structured.

  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?

  Given the tool's simplicity (one parameter, no output schema), the description covers the main functional aspects by listing the checks performed. However, it does not explicitly describe the return format, which would be helpful in the absence of an output schema. Still, the listed checks implicitly indicate the output, making it reasonably complete.

  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 schema already documents the 'domain' parameter as 'Domain to check' with 100% coverage. The description adds no additional parameter semantics beyond reiterating it is a single domain, which is already implied by the singular noun in the schema. Thus, the description contributes no meaningful extra meaning.

  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 'Deep check' with a clear resource 'a single domain' and enumerates concrete checks: liveness, parked page detection, Common Crawl page count, last seen date. This distinguishes it from sibling tools like discover_backlinks, find_expired, and competitor_gap, which focus on different analyses.

  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 for analyzing a single domain's health and historical presence, but it does not explicitly state when to use this tool over alternatives or mention exclusions. The sibling tool names provide context, but the description itself lacks direct guidance.

  Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

• discover_backlinksA
  4/5.0
  Behavior3/5

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

  No annotations are provided, so the description must carry the full transparency burden. It discloses the underlying API and the number of indexes, but it doesn't mention potential limitations of Common Crawl's data (e.g., crawl date coverage, incomplete index of the web) or rate limits. The claim 'Free alternative to Ahrefs/Semrush' could overpromise without caveats about data coverage.

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

  Conciseness5/5

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

  Two short sentences with no filler. The first sentence states what and how; the second gives return values and positioning. Every word contributes value.

  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?

  The tool has a simple parameter set and no output schema, and the description covers the main mental model: input domain, output backlink details, and free access. It could be slightly more complete by noting that results are limited to Common Crawl's stored data, but the mention of 'Common Crawl CDX API (3 indexes)' already hints at this. Overall, it is sufficient for selecting and using the tool.

  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 input schema already describes both parameters (domain and limit with default 50), and description coverage is 100%. The description adds no additional semantic detail beyond schema, but that is acceptable because the schema is self-explanatory. Baseline 3 applies.

  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 phrase 'Discover backlinks to a domain' and specifies the data source (Common Crawl CDX API) and return values (source URLs, anchor text, link context). This clearly distinguishes it from sibling tools (find_expired, check_domain, competitor_gap) which address different use cases.

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

  Usage Guidelines4/5

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

  It positions the tool as a 'Free alternative to Ahrefs/Semrush backlink API,' indicating when to use it (when backlink data is needed without paid services). It doesn't explicitly exclude other tools, but its unique purpose and sibling names make the use case clear. However, it lacks explicit comparisons to alternatives like competitor_gap for competitor backlink analysis.

  Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

• competitor_gapA
  4.2/5.0
  Behavior4/5

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

  With no annotations, the description carries the full burden. It discloses key behavioral traits: it queries Common Crawl (an external data source) and performs a diff against your domain. This gives the agent insight into data dependencies and the underlying mechanism, though it doesn't mention limitations like data freshness or 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.

  Conciseness5/5

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

  The description is two sentences, front-loaded with the core purpose, and every word earns its place. No superfluous information.

  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?

  For a relatively simple tool with two parameters and no output schema, the description provides sufficient context: what it does, the data source, and the diff logic. It could mention return format, but the phrase 'find domains' reasonably implies the result is a set of domains, so the description is complete enough.

  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%, with both parameters already described in the input schema. The description does not add additional parameter-level meaning beyond what the schema already provides, so a baseline score of 3 is appropriate.

  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 clearly states the tool finds domains linking to competitors but not to you, using a specific verb (Find) and resource (domains). It also explains the method (queries Common Crawl, diffs), and this distinguishes it from sibling tools like discover_backlinks.

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

  Usage Guidelines4/5

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

  The description implies when to use it: when you want to identify link gap opportunities against competitors. It doesn't explicitly contrast with alternatives like discover_backlinks, but the use case is clear enough without exclusions.

  Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.