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Glama
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Search, preview, and install community Codex pet packs.

Status
Healthy
Last Tested
Transport
Streamable HTTP
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Glama
MCP server

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Tool DescriptionsA

Average 3.9/5 across 7 of 7 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: fetching pet data, searching, generating different code snippets (badge, card, embed), install instructions, and request info. No overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent pattern with 'get_' for retrieval operations and 'search_' for the search tool. The naming clearly indicates the action and object.

Tool Count5/5

With 7 tools, the server is well-scoped for a read-only pet registry. Each tool serves a specific need without redundancy or unnecessary complexity.

Completeness5/5

The tool set covers all expected operations for the registry domain: finding pets, retrieving detailed info, generating presentation code, and providing usage instructions. No obvious gaps given the read-only nature.

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 indicate readOnly and idempotent behavior. The description adds valuable context about the requirement that the pet must be 'approved', and it states the output formats (Markdown and HTML snippets), which is helpful beyond the 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, front-loaded sentence that directly states the tool's action and constraints without any unnecessary words.

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?

While concise, the description lacks detail on the return structure (e.g., format of the snippets) and does not explain error conditions such as an unapproved slug. Given the simplicity of the tool, it is adequate but not fully 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?

Schema description coverage is 100%, so baseline is 3. The description reinforces that the slug must be for an approved pet, but adds no new information 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 specifies the verb 'Return' and resource 'Markdown and HTML README badge snippets', and it distinguishes from siblings like 'get_card_code' or 'get_embed_code' by focusing on badge snippets for README.

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 does not provide any guidance on when to use this tool versus alternatives, nor does it mention exclusions or prerequisites beyond the requirement of an approved pet.

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.
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the description doesn't need to cover safety. It adds the constraint that the pet must be 'approved,' which is useful behavioral 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 sentence of 12 words, front-loaded with the verb 'Return,' and contains no unnecessary information. Every word earns its place.

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 simple retrieval tool with one parameter, solid annotations, and clear siblings, the description adequately conveys purpose and a key constraint (approved pet). Minor gaps include no mention of error handling or output format specifics, but overall sufficient.

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 one parameter 'slug' described as 'Approved Codex pet slug.' The tool description reinforces this by stating 'for an approved Codex pet,' but adds little new semantic 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 tool returns 'Markdown and HTML animated card snippets' for a pet, using a specific verb and resource. It distinguishes itself from siblings like get_badge_code and get_embed_code by specifying the output type (animated card snippets).

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 animated card code is needed, but lacks explicit guidance on when to use this tool versus alternatives like get_badge_code. No when-not or exclusion criteria are provided.

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.
Behavior3/5

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

Annotations already indicate read-only behavior. The description adds that the pet must be 'approved', which provides some behavioral context, but does not explain what happens if the pet is not approved or other edge cases.

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 concise sentence that immediately conveys the tool's purpose with no wasted words.

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 simple input (one parameter) and no output schema, the description adequately states the return type and condition. Minor gap: no mention of error handling or format of the embed code.

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 the tool description adds no additional meaning beyond the schema's 'Approved Codex pet slug.' Parameter semantics are clear from schema alone.

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 action ('Return iframe embed code') and resource ('for an approved Codex pet'), distinguishing it from sibling tools like 'get_badge_code' and 'get_card_code'.

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 embed code is needed but offers no explicit when-to-use or when-not-to-use guidance, nor mentions alternatives like 'get_badge_code'.

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 declare readOnlyHint, destructiveHint, idempotentHint. Description adds the constraint that the pet must be 'approved', which provides context beyond annotations. 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?

Single sentence, no redundancy. Every word is necessary.

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 parameter, strong annotations, and no output schema, the description is nearly complete. It could mention the return format, but overall sufficient for a simple read operation.

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 one parameter 'slug' with description 'Approved Codex pet slug.' Description adds no additional meaning beyond the schema. Schema description coverage is 100%, so baseline 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?

Description clearly states the tool returns read-only install instructions for an approved Codex pet. The verb 'Return' and resource 'install instructions' are specific. It distinguishes from sibling tools like get_pet or get_badge_code.

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?

No explicit guidance on when to use this tool or how it compares to alternatives. The specific purpose implies usage, but no exclusions or context for selection among siblings.

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.
Behavior4/5

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

Annotations already indicate read-only, idempotent, non-destructive behavior. The description adds 'approved public' context, clarifying which pets are accessible. No contradictions with 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?

A single sentence that is direct and contains no superfluous information. It is perfectly front-loaded and concise.

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 required parameter, no output schema), the description is adequate. It could optionally mention the return value type, but this is not critical for a straightforward getter.

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 description mentions 'by slug', which aligns with the schema's parameter description. Since schema coverage is 100% and the description adds no new details beyond the schema, the minimum viable score 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 action ('fetch'), the resource ('one approved public Codex pet card'), and the identifier ('by slug'). It distinguishes this tool from siblings like search_pets and get_pet_request_info by specifying it returns a single approved card.

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 usage when you have a known slug and need a specific pet. It does not explicitly state when not to use it or list alternatives, but for a simple getter, this is generally sufficient.

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

Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint false. The description adds that it does not create requests, which is redundant with readOnlyHint. 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?

Two sentences, front-loaded with key information. No unnecessary words. Each sentence adds value: states output and read-only nature.

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?

Despite no output schema and no parameters, the description sufficiently covers what the tool returns (URL, fields, limits) and its read-only behavior. No additional information needed.

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?

Input schema has no properties (0 parameters). Description does not need to add parameter semantics. Baseline of 4 applies for zero parameters.

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 it returns the public Codex pet request page URL, required fields, and reference image limits. It specifies verb 'return' and resource 'pet request info', distinguishing it from sibling tools like get_pet or search_pets.

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 usage when needing request page metadata, but does not explicitly state when not to use or provide alternatives. Context is clear, but lacks exclusions.

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

search_petsSearch Codex petsB
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.
Behavior3/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, so the description adds value by noting pets are 'approved', hinting at access control. However, it does not disclose return format, pagination, or ordering, which are typical for search tools.

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?

The description is one clear sentence that front-loads the action and resource. It could be slightly more detailed without becoming verbose, but as a concise statement it is effective.

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 6 optional parameters and no output schema, the description should explain defaults (e.g., 'kind' defaults to 'all'?), pagination limits, or how to use multiple tags. The current description is too brief to fully guide an agent in constructing complex queries.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate. It names parameters but lacks details: e.g., what 'compatibility' means, whether tags are comma-separated, or allowed values for 'kind' beyond the schema's enum. The description does not add sufficient 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 clearly states the action 'search' and the resource 'approved Codex pets', and lists the filterable attributes (query, kind, tags, author, compatibility). It effectively distinguishes from sibling 'get_pet', which likely retrieves a single pet.

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 searching/filtering, but does not explicitly state when to use this tool versus alternatives like 'get_pet'. No exclusion criteria or prerequisite conditions are mentioned, so an agent may not know the optimal tool choice.

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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