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Glama
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Search, preview, install community Codex pet packs, and discover the pet request flow.

Status
Healthy
Last Tested
Transport
Streamable HTTP
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Tool DescriptionsA

Average 4.5/5 across 7 of 7 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct retrieval operation (badge, card, embed, install instructions, pet info, request info, search). Descriptions explicitly clarify boundaries and redirect to the appropriate tool, eliminating ambiguity.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern using snake_case (e.g., get_badge_code, search_pets). Minor variation like get_pet_request_info still fits the pattern, and no mixed conventions exist.

Tool Count5/5

Seven tools cover the core operations for a pets registry (retrieval in multiple formats, search, and request info). The count is well-scoped without being minimal or bloated.

Completeness5/5

The tool set fully covers the read and retrieval aspects of the domain (badges, cards, embeds, install instructions, pet details, search, and request process). No obvious missing operations for a read-only registry.

Available Tools

7 tools
get_badge_codeGet README badge codeA
Read-onlyIdempotent
Inspect

Use for a known approved pet slug when the user needs README badge Markdown, HTML, or SVG URL. Do not use for animated README cards, website iframe embeds, install instructions, or pet discovery; use get_card_code, get_embed_code, get_install_instructions, or search_pets instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesExact slug of an approved public Codex pet.
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive. Description adds that it returns Markdown, HTML, or SVG URL. No contradictions. Could mention error handling for invalid slugs.

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 sentences, no waste. Purpose and exclusions front-loaded. Every sentence adds 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?

Given simple tool with one parameter and annotations present, description covers purpose, usage rules, and output types. Lacks detail on return structure or error cases, but adequate for the task.

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 the single parameter. Description adds 'known approved pet slug' constraint, adding slight value beyond the schema's 'exact slug'.

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 explicitly states it retrieves README badge code for approved pets, and names the three output formats. It clearly distinguishes from sibling tools by listing exclusions and alternatives.

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

Usage Guidelines5/5

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

Provides explicit when-to-use (known approved pet slug, need badge code) and when-not-to-use (animated cards, embeds, etc.) with alternative tool names.

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

get_card_codeGet animated README card codeA
Read-onlyIdempotent
Inspect

Use for a known approved pet slug when the user needs animated README card Markdown, HTML, or GIF URL. Do not use for simple badges, website iframe embeds, install instructions, or pet discovery; use get_badge_code, get_embed_code, get_install_instructions, or search_pets instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesExact slug of an approved public Codex pet.
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, so the description does not need to restate safety. It adds context about approved pets and output types but no additional behavioral traits beyond annotations.

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 with zero wasted words. It front-loads the purpose and immediately provides usage boundaries, achieving maximum clarity in minimal space.

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 only one required param, no output schema, and annotations present, the description covers purpose, usage scope, and alternatives. It mentions output formats (Markdown, HTML, or GIF URL) but could be slightly more explicit about the return structure.

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% and describes the slug parameter as 'Exact slug of an approved public Codex pet.' The description echoes 'known approved pet slug' but adds no new semantic detail 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 is for generating animated README card code (Markdown, HTML, or GIF URL) for approved pet slugs. It explicitly distinguishes from sibling tools like get_badge_code, get_embed_code, etc., making the purpose unambiguous.

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

Usage Guidelines5/5

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

The description provides explicit when-to-use (known approved pet slug needing animated card code) and when-not-to-use (badges, embeds, etc.), directly naming alternative tools for those cases.

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

get_embed_codeGet website embed codeA
Read-onlyIdempotent
Inspect

Use for a known approved pet slug when the user needs website iframe embed HTML or an embed URL. Do not use for README badges/cards, install instructions, or pet discovery; use get_badge_code, get_card_code, get_install_instructions, or search_pets instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesExact slug of an approved public Codex pet.
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive; description adds that output is embed HTML/URL and that slug must be of an approved public pet, which is useful context beyond annotations.

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, focused sentence with no redundancy, effectively conveying purpose and exclusions.

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

Completeness5/5

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

Given annotations, schema, and lack of output schema, the description adequately covers preconditions (known approved pet slug), output type (embed HTML/URL), and usage constraints, fully meeting the tool's needs.

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% and already describes the slug parameter as 'Exact slug of an approved public Codex pet.' The description does not add new semantic meaning beyond reinforcing 'approved' context.

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 retrieves iframe embed HTML or URL for a known approved pet slug, and distinguishes from sibling tools by explicitly listing alternatives.

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

Usage Guidelines5/5

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

The description provides explicit instructions on when to use (for known approved pet slug needing embed) and when not to, with specific alternative tool names.

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

get_install_instructionsGet install instructionsA
Read-onlyIdempotent
Inspect

Use for a known approved pet slug when the user wants CLI or manual install instructions. Do not use to search for pets or inspect general metadata; use search_pets or get_pet instead. This tool is read-only and does not increment install or download counters.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesExact slug of an approved public Codex pet.
Behavior4/5

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

Annotations already indicate read-only and idempotent behavior. The description adds the useful detail that it does not increment install/download counters, going beyond annotations.

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?

Three concise sentences with clear front-loading of purpose, followed by exclusions and behavioral note. No wasted words.

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

Completeness5/5

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

For a simple tool with one param and full annotation coverage, the description covers all essential aspects: usage, exclusions, and a behavioral trait. No gaps.

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 has 100% coverage and clear description for 'slug'. The description reinforces but adds minimal extra meaning beyond stating 'known approved' which is already in 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's purpose: providing install instructions for a known approved pet slug. It distinguishes from sibling tools by specifying not to use for searching or metadata inspection.

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

Usage Guidelines5/5

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

Explicitly states when to use (user wants CLI or manual install instructions) and when not (use search_pets or get_pet instead). Provides clear alternatives.

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

get_petGet Codex petA
Read-onlyIdempotent
Inspect

Use when you already have an exact approved pet slug and need the sanitized public pet card, asset URLs, page URL, and install command for that one pet. Use search_pets first when you only have a name/query or need multiple results. Do not use for focused install, badge, embed, card, or request workflow details; use the matching get_* tool instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesExact slug of an approved public Codex pet.
Behavior5/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. Description adds context about the output content (sanitized card, assets, URL, install command) and confirms it's for approved public pets. No contradictions.

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 well-structured sentences: first states purpose and output, second clarifies exclusions and alternatives. No wasted words.

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

Completeness5/5

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

Given the simple parameter set, full annotation coverage, and no output schema, the description provides all necessary context: when to use, what is returned, and relationship to siblings.

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?

Schema provides 100% coverage for the single 'slug' parameter. The description reinforces the parameter's meaning by stating 'exact approved pet slug', but does not add new semantic detail 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 'get', the resource (pet by exact slug), and the specific outputs: sanitized public pet card, asset URLs, page URL, and install command. It distinguishes from sibling tools like search_pets and other get_* tools.

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

Usage Guidelines5/5

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

Explicitly provides when to use ('when you already have an exact approved pet slug'), when not to use (search or other workflows), and directs to alternative tools (search_pets, matching get_* tool).

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

get_pet_request_infoGet pet request infoA
Read-onlyIdempotent
Inspect

Use when the user wants to request a new Codex pet or understand the public request form fields and reference image limits. Do not use to create, submit, update, or inspect private generation requests; no MCP tool exposes those operations. Use search_pets or get_pet for existing approved pets.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

Annotations already indicate readOnlyHint, destructiveHint, and idempotentHint. The description adds context by stating it does not create/submit/update, and clarifies it provides form fields and image limits. No contradictions.

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?

Three clear sentences with no extraneous words. The description is front-loaded with the primary use case, then exclusions and alternatives. Every sentence adds 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?

Given no parameters and no output schema, the description explains the tool's purpose and what information it provides (form fields and image limits). It is complete enough for an agent to understand when and why to use it.

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?

No parameters exist. Schema coverage is 100% (trivially). The description doesn't need to add param info, but the baseline for 0 params is 4. It does not add any param details, which is acceptable.

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 is for requesting a new Codex pet or understanding the public request form fields and image limits. It distinguishes from siblings like search_pets and get_pet, which are for existing approved pets.

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

Usage Guidelines5/5

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

Explicitly says when to use (request a new pet or understand form fields) and when not to (create, submit, update, inspect private requests). Also provides alternative tools (search_pets or get_pet) for approved pets.

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

search_petsSearch Codex petsA
Read-onlyIdempotent
Inspect

Use to discover one or more approved public Codex pet packs by query, kind, tags, author, or Codex compatibility. Prefer this over get_pet when you do not already have an exact slug or need multiple candidates. Do not use for private generation requests or known-slug install/share snippets; use get_pet_request_info or a slug-specific get_* tool instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
kindNoOptional pet kind filter. Use all or omit the field to include every kind.
tagsNoOptional tag filter as a comma-separated string or array. All provided tags must match.
limitNoOptional maximum result count. Defaults to 10 and is clamped to 1-60.
queryNoOptional text matched against approved pet names, descriptions, tags, and authors.
authorNoOptional author name text matched against the public submitter name.
compatibleWithNoOptional compatibility filter. Use codex for Codex-compatible pets; other values return no matches.
Behavior4/5

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

Annotations provide readOnlyHint, idempotentHint, and destructiveHint. Description adds context: searches approved public pets, filter behavior (e.g., tags must all match, compatibleWith only returns for 'codex'). No contradictions.

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 sentences, front-loaded with purpose, no wasted words. Very concise and well-structured.

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

Completeness5/5

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

Given 6 parameters all described in schema, no output schema, the description covers usage, filters, and exclusions comprehensively. It provides all necessary context for an agent to use the tool correctly.

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 schema already describes all parameters. Description adds slight clarification (e.g., 'All provided tags must match', 'Use codex for Codex-compatible pets'), but does not substantially surpass schema descriptions.

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?

Description clearly states the tool discovers approved public Codex pet packs by various filters. It uses a specific verb ('discover') and resource ('pet packs'), and distinguishes from siblings like get_pet.

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

Usage Guidelines5/5

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

Explicitly states when to use (when you don't have an exact slug or need multiple candidates) and when not to use (private generation requests, known-slug). Names alternatives: get_pet_request_info and slug-specific get_* 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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