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Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.

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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.1/5.0

Scored across 4 tools

Disambiguation5/5

Each tool targets a distinct read path: one guide by slug, the full guide registry, the capability spine query, and the taxonomy vocabulary. list_guides and list_capabilities are clearly separated by resource type despite both using list_.

Naming Consistency5/5

All four tool names follow the same verb_noun snake_case pattern, with get_ for single-item retrieval and list_ for collection-style queries. There are no mixed conventions or vague verbs.

Tool Count5/5

Four tools is a tight, well-scoped set for a query-oriented registry. Each tool covers a distinct facet—single-guide lookup, registry listing, capability traversal, and taxonomy—so none feels redundant.

Completeness4/5

The read-side surface is well covered: get one guide, list all guides, explore capabilities, and inspect taxonomy. Missing write/lifecycle operations or finer-grained filtering are minor gaps, but they may be intentionally out of scope for this registry server.

Available Tools

4 tools
get_guideGet one guide's registry rowA
Read-only
Inspect

Get one guide's registry row by slug, with its artifact + routing-surface status.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesThe guide slug, e.g. start-a-company.

Output Schema

ParametersJSON Schema
NameRequiredDescription
guideYes
api_versionYes

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=false, and destructiveHint=false, covering the safety profile. The description adds that the tool also returns artifact and routing-surface status, which is useful context beyond the raw schema. It does not go deeper (e.g., 404 behavior for unknown slugs, pagination, or whether status takes time to propagate), so it adds moderate value 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?

One direct sentence that front-loads the action and resource, then appends the status qualifier. Every word earns its place, and the information is well-ordered for quick agent parsing.

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 read-only, single-parameter, get-by-slug tool with an output schema present and annotations covering safety, only a single description sentence is needed. The description is nearly complete; the only minor gap is not explaining the format of the artifact and routing-surface status fields, but since an output schema exists that likely covers it, this is negligible.

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% and the single parameter 'slug' has a clear description and example ('start-a-company'). The description confirms the slug is the lookup key, but does not add new semantic detail beyond what the schema already provides. Baseline 3 is appropriate given the schema handles the parameter documentation.

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 action ('Get one guide's registry row by slug') and specifies the resource (guide registry row) plus the additional status fields (artifact + routing-surface status). It is clear and distinguishes the tool from siblings like list_guides (which lists multiple guides) and list_capabilities/list_taxonomy (different resource types), though it does not explicitly name alternatives.

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 indicates 'by slug' as the key lookup mechanism, implying this is the tool to use when you need a single guide's full registry row with status info. However, it does not explicitly state when to prefer list_guides over this tool (e.g., for listing all guides without status details) or mention any exclusions or context for using it.

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

list_capabilitiesTraverse the capability spine (books · guides · KSAO elements · jobs)A
Read-only
Inspect

Traverse the capability spine joining books, guides (capability packages), KSAO-grade elements and jobs. Use min_guides=2 for the cross-cutting capabilities that span many guides, role= for what a job requires, capability_detail= for one package with its elements and books hydrated. ksao_type/canon_component_id are null by design where unresolved — treat null as 'not yet joined', never as 'no link'.

ParametersJSON Schema
NameRequiredDescriptionDefault
qNoSubstring match on the element label.
roleNoElements required by this job role, e.g. compensation-analyst.
limitNoCap the rows returned (default 200). `total` always reports the true count.
has_jobNoOnly elements that some job requires (via a career guide).
ksao_typeNoknowledge | skill | ability | other — from a panel validated at 95.1% on gold O*NET labels. 'other' is UNVALIDATED (no gold labels existed for it).
capabilityNoElements taught by this capability (guide slug).
min_guidesNoOnly elements taught by >= N capabilities. 2 gives the cross-cutting spine.
conflictingNoOnly elements where 2+ non-career guides define the same label differently — these need a ruling.
construct_classNoperson-attribute (knowledge/skill/ability — what a JOB requires and a learner develops) | condition-or-outcome (what a capability PRODUCES, e.g. 'Retention & Workforce Stability'). Only ~30% of elements are person attributes — filter to these for 'what does this role need'.
capability_detailNoReturn ONE capability with its elements and books hydrated, instead of querying elements.
has_canon_identityNotrue = only elements resolved to a JobFrame canon component (an IDENTITY, panel-adjudicated). false = only unresolved.
canon_promotion_candidateNotrue = only elements the JobFrame canon has NO component for. This is a real answer, not a failed lookup — these are the constructs to PROMOTE into the canon.

Output Schema

ParametersJSON Schema
NameRequiredDescription
totalNo
elementsNo
returnedNo
capabilityNo
spine_metaYes
api_versionYes

TDQS

A4.4/5.0
Behavior4/5

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

The description adds important behavioral context beyond the readOnly annotation: null values in ksao_type/canon_component_id are 'not yet joined', never 'no link'. This prevents a common misreading of query results. It also clarifies that capability_detail hydrates books and elements, giving the agent a better mental model of the response.

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 at three sentences: the first defines scope, the second gives concrete usage guidance, and the third provides a critical null-semantics caveat. Every sentence earns its place, and the most actionable information is front-loaded.

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 12-parameter tool with full schema coverage, an output schema, and read-only annotations, the description covers the essential invocation patterns and the key data-interpretation trap. It could be slightly stronger with an explicit note about when list_guides or list_taxonomy should be used instead, but that is a minor gap.

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 description coverage is 100%, so the schema already documents all 12 parameters. The description adds value by explaining the semantic intent of three key parameters (min_guides, role, capability_detail) and how they map to common use cases. It does not repeat the remaining parameter details, but those are already covered by 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 names a specific verb ('Traverse') and a specific resource (the capability spine joining books, guides, KSAO elements, and jobs), so an agent can tell this is a cross-entity query tool rather than a single-entity getter. The title reinforces the scope. It is clearly distinct from sibling tools like get_guide or list_guides, which focus on individual entities.

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 explicit use-case recipes: min_guides=2 for cross-cutting capabilities, role=<role> for job requirements, and capability_detail=<slug> for a hydrated package. It does not explicitly state when to prefer one of the sibling tools or when not to use this tool, but the provided usage context is clear and actionable.

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

list_guidesList the guide registryA
Read-only
Inspect

List the bicycle.guide registry — every guide's home, status, access, standard, syndication and grounding, plus the distribution roll-up (including guides homed to a property with no rendering surface).

ParametersJSON Schema
NameRequiredDescriptionDefault
homeNoFilter by owning property, e.g. jobframe, peopleanalyst, penwright.
limitNoCap the rows returned. Default 100, max 500.
accessNoFilter by access: free | gated.
domainNoFilter by life-domain — the layer ABOVE the subject shelf: work | life | play. Derived from the guide's category via content/registry/shelves.json. `rollup.by_domain` lists them.
fieldsNoRow shape. "compact" returns only slug/title/home/status/access/price_cents/has_artifact/category/domain/personas/canonical_url — no rollup, no registry_meta. "full" returns the entire decorated registry row plus the rollup and registry_meta, as before. Default over this server: "compact".
seriesNoFilter by guide series — the operational grouping of guides made to be used together, e.g. competencies, penwright-writing, startup-journey, ladder:hr-business-partner.
statusNoFilter by status: on | draft.
personaNoFilter by the audience a guide serves, e.g. people-analytics-professional, aspiring-author, executive-performance-leader. A guide can serve several; this matches any of them.
categoryNoFilter by subject shelf — the reader-facing topic axis, e.g. field, skills, analytics, writing, comp. Matches the primary category OR a cross-shelf tag.
standardNoFilter by standard: bicycle | life-stage | problem-opportunity.
guide_typeNoFilter by guide CLASS: career (level-based job guides, their own program) | capability | book_profile. Combine with series=ladder:<role> to get one role's whole ladder.
has_artifactNoOnly guides that do (true) / do not (false) have a new-design artifact.
home_unroutedNoOnly guides whose home has NO rendering surface at all (the distribution gap).

Output Schema

ParametersJSON Schema
NameRequiredDescription
countYes
limitYes
fieldsYes
guidesYes
rollupNo
filtersYes
api_versionYes
registry_metaNo
total_matchingYes

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safe read-only behavior is covered. The description adds useful context about the distribution roll-up including guides without a rendering surface, but it does not disclose other behavioral traits such as pagination behavior or default limits. No contradiction 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 a single dense sentence that front-loads the action and resource, then names the key contents. Every clause adds information about what the registry listing includes; there is no filler or redundancy.

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 rich output schema, 100% parameter coverage, and read-only annotations, the description is complete enough for an agent to understand the tool's scope. It highlights the notable distribution roll-up behavior. The only gap is explicit routing guidance versus siblings, which is already captured under usage guidelines.

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 all 13 optional parameters described in the input schema. The description does not add parameter-level meaning beyond what the schema provides, so the 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?

Description uses a specific verb ('List') and names the exact resource ('bicycle.guide registry'), enumerating the fields returned (home, status, access, standard, syndication, grounding) and the distribution roll-up. This clearly distinguishes it from siblings like get_guide (single guide) and list_taxonomy/list_capabilities (different registry contents).

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 makes clear what the tool returns but does not explicitly state when to prefer it over alternatives or when not to use it. Usage is implied rather than spelled out; no sibling comparisons or exclusion conditions are given.

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

list_taxonomyGet the guide program's vocabularyA
Read-only
Inspect

Get the bicycle.guide vocabulary — domains, shelves (with live guide counts), series, personas, guide_types, and the classification conventions (pillar/spoke, discriminant home, bicycle-guide-serves-all) as machine-readable data rather than prose.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
seriesYes
domainsYes
shelvesYes
personasYes
api_versionYes
conventionsYes
guide_typesYes
counts_basisYes
unclassifiedYes
registry_metaYes

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already establish read-only, non-destructive, closed-world behavior. On top of that, the description adds useful behavioral context: shelves carry 'live guide counts,' and data is delivered 'as machine-readable data rather than prose,' which informs the agent about freshness and output format. No contradiction 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.

Conciseness4/5

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

The description is a single front-loaded sentence that leads with the action and then lists the vocabulary contents. It is slightly dense due to the enumerations and parentheticals, but there is little wasted wording.

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 parameterless, read-only tool with an output schema and annotations covering safety, the description is complete: it names every category the taxonomy includes and notes the live-count behavior. Nothing return-related is needed because an output schema exists.

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 nothing for the description to document. Per the baseline for parameterless tools, the description's content is sufficient without adding parameter-level detail.

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 opens with a specific verb and object — 'Get the bicycle.guide vocabulary' — and enumerates the categories it returns: domains, shelves, series, personas, guide_types, and classification conventions. This clearly differentiates it from siblings like list_guides or get_guide, which would return actual guides rather than the taxonomy.

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 makes the data domain clear, so an agent can infer this tool is for vocabulary/classification lookups rather than guide content. However, it never explicitly states when to use it over list_guides, get_guide, or list_capabilities, nor does it provide exclusions or alternative routing.

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. 4 tool updates
    • First observedget_guide
    • First observedlist_capabilities
    • First observedlist_guides
    • First observedlist_taxonomy

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