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Namesake — baby name catalog and guides

Server Details

Read-only access to Namesake's baby name catalog (meaning, origin, pronunciation, SSA-derived...

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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.3/5.0
Disambiguation5/5

Each tool has a clear target: name search vs. name detail, guide list vs. guide detail, and a separate feed/metadata endpoint. No two tools could reasonably be chosen for the same task.

Naming Consistency5/5

All five tools follow a consistent snake_case verb_noun pattern (get_, list_, search_). The verbs accurately indicate whether the action is retrieval of one item, enumeration, or search.

Tool Count5/5

Five tools is well-scoped for a baby-name catalog and guide resource. Each tool serves a distinct purpose without redundancy.

Completeness5/5

The set covers the core read-only workflows: finding names via search, retrieving detailed name profiles, and browsing/reading guides. Adding mutation tools would be inappropriate for a public reference server, and no obvious read path is missing.

Available Tools

5 tools
get_guideGet a baby-naming guideA
Read-only
Inspect

Returns one guide's full content (title, intro, sections) — the same content the human page renders; every guide on this host is free to read. Known topics (8): how-to-choose-a-baby-name, baby-name-checklist, partner-disagreement, baby-name-popularity, pronunciation-test, gender-neutral-names, most-culturally-driven-names-last-decade, why-names-go-in-and-out-of-fashion.

ParametersJSON Schema
NameRequiredDescriptionDefault
topicYesGuide topic slug (e.g. how-to-choose-a-baby-name).

Output Schema

ParametersJSON Schema
NameRequiredDescription
introYes
titleYes
topicYes
contractYes
sectionsYes
canonicalUrlYes
metaDescriptionYes

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds useful behavioral context beyond annotations: every guide is free to read (no auth/payment concerns) and the returned content exactly matches the human-facing page. 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?

The description is one tight sentence with a front-loaded return statement, followed by a compact list of known topics. Zero filler, every clause carries information.

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 a single required parameter, an output schema, and annotations covering read-only/non-destructive behavior, the description supplies everything needed for a correct call: return structure, access context, and the full set of valid topic values. Nothing critical is missing.

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?

The schema already covers the topic parameter fully with an example slug, so the baseline is 3. The description adds a complete list of 8 known topic slugs, going beyond the schema's single generic example and giving the agent concrete valid inputs. This is meaningful added value.

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 opens with a specific verb and resource: 'Returns one guide's full content (title, intro, sections)'. The clarifying phrase 'the same content the human page renders' further pins down the exact scope, and the enumerated known topics distinguishes it from siblings like list_guides or get_name without ambiguity.

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 usage context is clear: call this when you need the full content of a single guide, identified by its topic slug. The list of known topics helps the agent recognize valid inputs. However, it does not explicitly mention alternatives, such as using list_guides to discover additional topics, so it falls just short of full routing guidance.

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

get_nameGet a baby name profileA
Read-only
Inspect

Returns one baby name's public profile: meaning, origin, pronunciation, syllables, style/vibe tags, popularity rank + trend, and the Namesake score breakdown.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesThe name, case-insensitive (e.g. Rowan).

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
originYes
meaningYes
contractYes
rank2023Yes
rank2024Yes
vibeTagsYes
styleTagsYes
syllablesYes
scoreTrendYes
sexPctMaleYes
trendLabelYes
velocity1yrYes
canonicalUrlYes
meaningShortYes
scoreMeaningYes
sexCharacterYes
namesakeScoreYes
pronunciationYes
currentlyTop100Yes
currentlyTop500Yes
originSecondaryYes
scoreUniquenessYes

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already cover readOnlyHint, destructiveHint, and openWorldHint, so the safety profile is clear. The description adds useful context by specifying the tool returns a public profile and listing exactly which data fields are included, but it does not disclose additional behavioral traits such as error handling, normalization, or rate limits. This is adequate but not exceptional given the annotation 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?

The description is a single, compact sentence that front-loads the core action and then efficiently lists the returned profile attributes. Every word adds value, and the structure is easy for an agent to parse quickly.

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 output schema exists, the description does not need to explain return values in detail. It names all major profile components, communicates that the profile is public, and is accompanied by read-only annotations. This is complete enough for an agent to correctly select and invoke 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?

Schema description coverage is 100%, so the input schema already fully documents the `name` parameter. The description adds a small amount of context by indicating the tool returns a profile for one name, but it does not add meaningful parameter semantics beyond what the schema provides. Baseline 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 names a specific verb (Returns), a specific resource (one baby name's public profile), and enumerates the profile components (meaning, origin, pronunciation, syllables, style/vibe tags, popularity, Namesake score). This clearly distinguishes it from sibling tools like search_names, which find names rather than retrieve a single profile.

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 clearly implies the tool is for retrieving a single name's profile, but it does not explicitly explain when to prefer it over search_names or when not to use it. There is no exclusionary guidance or mention of alternatives, so the usage context is present but only implied rather than explicit.

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

list_guidesList baby-naming guidesA
Read-only
Inspect

List every published, free-to-read baby-naming guide on this host. Known topics (8): how-to-choose-a-baby-name, baby-name-checklist, partner-disagreement, baby-name-popularity, pronunciation-test, gender-neutral-names, most-culturally-driven-names-last-decade, why-names-go-in-and-out-of-fashion.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
countYes
guidesYes
contractYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds meaningful behavioral context by confirming the operation is exhaustive ('every'), restricting to free-to-read content, and listing the exact known topics. This complements the annotations without contradicting them.

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 compact and front-loaded with the core action and scope. The enumerated topic list is long but directly useful for an agent to understand expected results without requiring an API call. Every element serves a purpose.

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?

With zero parameters, a clear scope, an exhaustive topic list, and an output schema present, the description fully equips an agent to invoke the tool correctly. The openWorldHint=false annotation reinforces that the list is complete, and the description aligns with that.

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?

The tool has zero parameters, so there is no parameter semantics burden on the description. The schema is trivially complete with 100% coverage, and the description adds operational context instead of parameter details.

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 states a specific verb ('List'), a clear resource ('baby-naming guide'), and an explicit scope ('every published, free-to-read ... on this host'). It also enumerates the known topics, which removes ambiguity about what the tool returns and distinguishes it from sibling tools like get_guide.

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 clearly implies this is the tool to use when you want all published guides rather than a single one, and the scope 'every published, free-to-read' sets context. However, it does not explicitly mention alternatives or say when not to use it, such as 'use get_guide for a single guide.'

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

list_namesake_feedsList Namesake feedsA
Read-only
Inspect

List Namesake's free machine-readable feeds and their MCP/REST availability. OpenAPI is also published at https://namesake.baby/openapi.json.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the agent knows this is a safe read operation. The description adds useful context: feeds are free, machine-readable, and have MCP/REST availability, plus a public OpenAPI URL. This enriches the behavioral picture without contradicting 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 two sentences with no filler. The main purpose is front-loaded, and the OpenAPI URL is a useful, compact addition. Every sentence earns its place.

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 zero-parameter listing tool, the description is complete: it states what is listed, mentions MCP/REST availability, and links to the OpenAPI spec for further detail. There are no missing inputs or prerequisites, and the safety profile is covered by annotations.

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?

The tool has zero parameters, so there is no parameter burden for the description to carry. The schema coverage is 100% and no parameter documentation is needed, matching the baseline for zero-parameter tools.

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 and resource: 'List Namesake's free machine-readable feeds and their MCP/REST availability.' It clearly differentiates from siblings by focusing on feeds rather than guides or name search, so an agent can tell this tool apart without opening the schema.

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 gives clear context about what the tool is for and even points to the published OpenAPI spec. It does not explicitly mention alternatives or when-not-to-use, but the context is sufficient to infer that this tool is for listing feed availability rather than retrieving guides or names.

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

search_namesSearch the baby name catalogA
Read-only
Inspect

Search the baby name catalog by prefix/substring. Returns name, origin, short meaning, 2024 SSA popularity rank, Namesake score, and trend label, ordered by popularity.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax rows to return (default 10, max 50).
queryYesName prefix/substring, at least 2 characters (e.g. "Row").

Output Schema

ParametersJSON Schema
NameRequiredDescription
countYes
queryYes
resultsYes
contractYes

TDQS

A3.8/5.0
Behavior4/5

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

Beyond the annotations (readOnlyHint=true, destructiveHint=false), the description discloses what the response contains: name, origin, short meaning, 2024 SSA popularity rank, Namesake score, trend label, and that results are ordered by popularity. This adds meaningful behavioral context about output content and ordering.

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 operation, and every clause adds value: search method, returned fields, and ordering. 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?

For a simple read-only search tool with two fully documented parameters and an output schema, the description is largely complete: it states the search method, return fields, and ordering. The only notable gap is the absence of explicit sibling differentiation or when-not-to-use guidance, but this is minor given the tool's low complexity.

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%, with both 'query' and 'limit' already fully described. The tool description adds no additional parameter meaning beyond what the schema provides, so the baseline of 3 applies.

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?

The description states a clear verb ('Search'), a resource ('the baby name catalog'), and the method ('by prefix/substring'). It implicitly distinguishes from sibling tools like get_name and list_guides through its search-oriented operation, but it does not explicitly name any sibling or contrast with exact-name lookup.

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 when to use the tool by specifying 'prefix/substring' search, so an agent can infer it is for partial-name lookups. However, it offers no explicit guidance about when not to use it, such as preferring get_name for exact names, and no alternatives are mentioned.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 5 tool updates
    • First observedget_guide
    • First observedget_name
    • First observedlist_guides
    • First observedlist_namesake_feeds
    • First observedsearch_names

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