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guide-registry

Server Details

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

A4.4/5.0
Disambiguation5/5

Each tool targets a distinct query: get_guide retrieves a single registry row, list_guides enumerates the full registry, list_capabilities traverses the capability spine, and list_taxonomy exposes vocabulary. There is no meaningful overlap between the four.

Naming Consistency5/5

All read operations follow a consistent verb_noun pattern: get_guide for single-item lookup and list_* for collection-style lookups. The names are predictable and map cleanly to their resources.

Tool Count5/5

Four tools is well-scoped for a read-only registry server: one single-item getter and three list/traverse operations cover the domain without redundancy. Each tool has a clear purpose and none feel like filler.

Completeness4/5

The surface covers the core registry needs: single-guide lookup, full registry listing, capability-spine traversal, and taxonomy data. Minor gaps remain such as no direct per-job or per-book lookup, but agents can reach those through list_capabilities.

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

A4.3/5.0
Behavior4/5

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

Annotations already mark the operation as read-only and non-destructive. The description adds useful detail by stating that the returned row includes artifact and routing-surface status, which gives the agent a better sense of what the tool exposes 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 a single compact sentence with the action and resource upfront. It includes the most important distinguishing information and contains no filler or repetition.

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?

This is a simple one-parameter getter with a full input schema, output schema, and safety annotations. The description tells the agent what the tool returns and how to address the target row, which is sufficient for correct invocation.

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 schema has 100% coverage for the single required parameter, including a concrete example. The description only says 'by slug' and adds no additional meaning beyond what the schema already provides, so the baseline score of 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?

The description states a specific verb and resource: get one guide's registry row by slug. It also clarifies that the result includes artifact and routing-surface status, which distinguishes it from list-style sibling tools like list_guides and list_capabilities.

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 clearly implies the tool is for fetching a single guide's registry record when you already have a slug. It does not explicitly list when not to use it or name alternatives, but the singleton framing makes the intended use reasonably clear.

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

A4.5/5.0
Behavior5/5

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

Beyond the readOnlyHint annotation, the description discloses important interpretive behavior: nulls are 'not yet joined' rather than 'no link', and ksao_type='other' is explicitly flagged as UNVALIDATED. This adds genuine behavioral nuance an agent needs for correct interpretation.

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 three tight sentences with no filler. It front-loads the core purpose, then packs the most important query patterns and null-handling caveat into compact, high-value statements.

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 complex 12-parameter tool with zero required parameters and an output schema, the description covers the critical conceptual context: the spine's joins, the main filtering modes, and the null semantics. Return-value details are handled by the output schema, so nothing essential is missing.

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 schema already documents all 12 parameters thoroughly. The description's parameter mentions largely paraphrase the schema (e.g., min_guides=2 for cross-cutting spine is already in the schema), adding no new semantic value beyond a usage reminder.

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 resource ('capability spine'), and enumerates the joined entities: books, guides, KSAO-grade elements, and jobs. This clearly distinguishes list_capabilities from siblings like list_guides and get_guide, which are guide-centric rather than element-centric.

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 concrete usage patterns: 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 sibling tools, but it provides clear contextual guidance for the tool's key modes.

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

A4/5.0
Behavior4/5

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

Annotations already establish that this is a read-only, non-destructive operation, so the description only needs to add context. It adds useful behavioral detail: the distribution roll-up and the inclusion of guides homed to properties with no rendering surface. However, 'every guide' is slightly overstated given the schema's default 100-row limit, which prevents a top score.

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 with the verb and resource front-loaded. The list of fields and the roll-up parenthetical are additive and meaningful; there is no filler, repetition of schema text, or extraneous information.

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 broad listing tool, the description plus 100% documented parameters, read-only annotations, and an output schema covers most of what an agent needs for correct invocation. It lacks an explicit pagination caveat and alternative-tool routing, but those gaps are not severe enough to make the description incomplete for basic use.

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 schema entries are already detailed with examples, value hints, and filtering semantics. The description does not add any parameter-level meaning beyond what the schema provides, so it earns the baseline 3 rather than higher.

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 precise verb and resource: 'List the bicycle.guide registry,' and then details what the registry contains, including the distribution roll-up. This distinguishes it from sibling tools like get_guide (single guide) and list_capabilities/list_taxonomy (other registries). The parenthetical about guides with no rendering surface adds non-obvious scope.

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?

There is no explicit 'use this when...' or 'instead of...' guidance, and no sibling tool is named as an alternative. The registry-listing intent is implied by the verb and rich filter set, but the description leaves when-to-use-versus-get_guide or the other list tools to inference.

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

A4.3/5.0
Behavior4/5

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

Annotations already cover read-only, non-destructive, and closed-world safety. The description adds valuable behavior beyond that: data is machine-readable rather than prose, shelf counts are live, and the exact vocabulary categories are enumerated. This gives the agent a clearer model of what calling the tool will return.

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 leads with the action and resource, then lists the distinct vocabulary pieces without filler. Each clause adds necessary detail, and the contrast with prose is a useful, compact clarification.

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 no-parameter, read-only tool with an output schema, the description covers the data categories, the live nature of guide counts, and the structured return style. Nothing critical is missing for an agent to invoke it successfully.

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 are no parameter semantics to document. With an empty schema, the description correctly focuses on output content rather than inputs. Baseline 4 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?

States a specific verb and resource: 'Get' the 'bicycle.guide vocabulary', then enumerates the exact content domains, shelves, series, personas, guide_types, and classification conventions. This is specific enough to distinguish it from sibling tools like list_guides or list_capabilities.

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 this tool is for retrieving structured vocabulary data, but it never explicitly says when to use it over siblings or when not to use it. There are no named alternatives or exclusion criteria, so an agent must infer usage from the term 'vocabulary'.

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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