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Glama

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Discover what websites across the agentic web can do — query the capabilities.txt registry.

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Healthy
Last Tested
Transport
Streamable HTTP
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Tool DescriptionsA

Average 3.6/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: searching for capabilities, getting a site's capabilities, and listing all sites. No overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with lowercase underscores: discover_capabilities, get_site, list_sites.

Tool Count4/5

3 tools is minimal but appropriate for a read-only registry. Covers search, detail, and listing without unnecessary extras.

Completeness5/5

The tool set covers the core query operations expected from a registry: discover, get site, list sites. No obvious gaps for a read-only service.

Available Tools

3 tools
discover_capabilitiesDiscover capabilities across the webBInspect

Search the capabilities.txt registry for sites that can do something — by capability id, keyword, or category. Returns matching capabilities with the site that offers them and its conformance grade. To invoke, fetch that site's /capabilities.txt.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesA capability id, verb, or keyword, e.g. "check_stock" or "refund"
Behavior2/5

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

No annotations are provided, so the description must disclose behavior. It states it searches a registry and returns matches, but it does not mention read-only nature, permissions required, rate limits, or any side effects. The description is functional but lacks transparency about operational traits.

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 sentences, no redundancy. The first sentence explains the search operation, the second provides a next step. While the second sentence is slightly off-topic (it describes post-invocation action), it is not excessive. Overall concise and well-structured.

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?

The tool is simple with one parameter and no output schema. The description covers what it does and what it returns. However, it lacks behavioral context (e.g., is it read-only? any prerequisites?), and the follow-up instruction about fetching /capabilities.txt feels out of place. Still adequate for a basic search 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?

Schema coverage is 100% with a clear description on the 'query' parameter. The description adds 'by category' as an alternative search dimension, but this is not in the schema and may cause confusion. Baseline 3 is appropriate as the description adds marginal value 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 verb ('Search'), the resource ('capabilities.txt registry'), and the search dimensions (by capability id, keyword, or category). It also explains the return value (matching capabilities with site and conformance grade). This distinguishes it from siblings like get_site and list_sites.

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 the tool is for discovering capabilities, but it does not explicitly contrast with siblings (get_site, list_sites) or state when not to use it. The follow-up instruction about fetching /capabilities.txt is a separate action, not a usage guideline for this tool.

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

get_siteGet a site's capabilitiesAInspect

Get the full list of capabilities a site declares, by domain.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYesA domain, e.g. example.com
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 the operation as read-only, but it does not disclose any potential side effects, authentication needs, or error handling behavior. For a simple read tool, this is insufficient.

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, efficient sentence that conveys the essential purpose without any unnecessary words. It is front-loaded with the action and resource.

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 low complexity (one required param, no output schema). The description explains the return value as 'the full list of capabilities', which is adequate for a simple tool. A minor improvement would be to hint at the return format, but it is not critical.

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 has 100% coverage for the single 'domain' parameter, fully describing it. The description adds 'by domain', which aligns with the schema but does not add meaningful extra context beyond what the schema already provides.

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 verb 'Get', the resource 'capabilities a site declares', and the key parameter 'by domain'. It distinguishes itself from siblings like 'discover_capabilities' and 'list_sites' by focusing on a specific site's capabilities via domain.

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 need capabilities for a known domain, but it does not explicitly state when to use this tool versus alternatives, nor does it mention any prerequisites or exclusions.

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

list_sitesList registry sitesAInspect

List every site that publishes a conformant capabilities.txt, with its grade and capability count.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior3/5

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

With no annotations, the description carries the full burden. It truthfully describes the output but does not disclose behavioral traits like whether the operation is read-only, any authentication requirements, or potential side effects. It is minimally adequate.

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 with no wasted words. It efficiently conveys the tool's action, scope, and output fields.

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 zero parameters and no output schema, the description covers the essential purpose and output elements. However, it could be more complete by specifying data types or noting if the list is sorted. Still, it is largely sufficient.

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

Parameters4/5

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

There are no parameters, so the baseline is 4. The description adds context about what the list includes (grade and capability count), which is not present in the empty 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 verb 'List' and the resource 'every site that publishes a conformant capabilities.txt', and explicitly mentions the returned data (grade and capability count). This distinguishes it from sibling tools like get_site (which likely returns details for a specific site) and discover_capabilities.

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?

The description provides no guidance on when to use this tool versus the siblings. It does not mention any prerequisites, context, or alternative scenarios, leaving the agent without explicit usage boundaries.

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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