guide-registry
Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.
Sollte ich dies verwenden
Qualität und Sicherheit
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"guide-registry": {
"url": "https://aiengineerprofessional.com/mcp"
}
}
}Remote-Endpunkte
https://aiengineerprofessional.com/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (4)
🟢list_guides(home, status, access, standard, guide_type, ...)
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).
Eingabe-Schema
{
"type": "object",
"properties": {
"home": {
"description": "Filter by owning property, e.g. jobframe, peopleanalyst, penwright.",
"type": "string"
},
"status": {
"description": "Filter by status: on | draft.",
"type": "string"
},
"access": {
"description": "Filter by access: free | gated.",
"type": "string"
},
"standard": {
"description": "Filter by standard: bicycle | life-stage | problem-opportunity.",
"type": "string"
},
"guide_type": {
"description": "Filter 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.",
"type": "string"
},
"domain": {
"description": "Filter 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.",
"type": "string"
},
"persona": {
"description": "Filter 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.",
"type": "string"
},
"category": {
"description": "Filter by subject shelf — the reader-facing topic axis, e.g. field, skills, analytics, writing, comp. Matches the primary category OR a cross-shelf tag.",
"type": "string"
},
"series": {
"description": "Filter by guide series — the operational grouping of guides made to be used together, e.g. competencies, penwright-writing, startup-journey, ladder:hr-business-partner.",
"type": "string"
},
"has_artifact": {
"description": "Only guides that do (true) / do not (false) have a new-design artifact.",
"type": "boolean"
},
"home_unrouted": {
"description": "Only guides whose home has NO rendering surface at all (the distribution gap).",
"type": "boolean"
},
"fields": {
"description": "Row 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\".",
"type": "string",
"enum": [
"compact",
"full"
]
},
"limit": {
"description": "Cap the rows returned. Default 100, max 500.",
"type": "number"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"api_version": {
"type": "string"
},
"fields": {
"type": "string",
"enum": [
"compact",
"full"
]
},
"count": {
"type": "number"
},
"total_matching": {
"type": "number"
},
"limit": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"filters": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"registry_meta": {},
"rollup": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"guides": {
"type": "array",
"items": {
"anyOf": [
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"home": {
"type": "string"
},
"status": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"access": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"price_cents": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"has_artifact": {
"type": "boolean"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"domain": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"personas": {
"type": "array",
"items": {
"type": "string"
}
},
"canonical_url": {
"type": "string"
}
},
"required": [
"slug",
"title",
"home",
"status",
"access",
"price_cents",
"has_artifact",
"category",
"domain",
"personas",
"canonical_url"
],
"additionalProperties": false
},
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
]
}
}
},
"required": [
"api_version",
"fields",
"count",
"total_matching",
"limit",
"filters",
"guides"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get_guide(slug)
Get one guide's registry row by slug, with its artifact + routing-surface status.
Eingabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "The guide slug, e.g. start-a-company."
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"api_version": {
"type": "string"
},
"guide": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"required": [
"api_version",
"guide"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢list_taxonomy
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.
Eingabe-Schema
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"api_version": {
"type": "string"
},
"registry_meta": {},
"counts_basis": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"domains": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"shelves": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"series": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"personas": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"guide_types": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"conventions": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"unclassified": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"required": [
"api_version",
"registry_meta",
"counts_basis",
"domains",
"shelves",
"series",
"personas",
"guide_types",
"conventions",
"unclassified"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢list_capabilities(min_guides, has_job, role, capability, conflicting, ...)
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=<role> for what a job requires, capability_detail=<slug> 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'.
Eingabe-Schema
{
"type": "object",
"properties": {
"min_guides": {
"description": "Only elements taught by >= N capabilities. 2 gives the cross-cutting spine.",
"type": "number"
},
"has_job": {
"description": "Only elements that some job requires (via a career guide).",
"type": "boolean"
},
"role": {
"description": "Elements required by this job role, e.g. compensation-analyst.",
"type": "string"
},
"capability": {
"description": "Elements taught by this capability (guide slug).",
"type": "string"
},
"conflicting": {
"description": "Only elements where 2+ non-career guides define the same label differently — these need a ruling.",
"type": "boolean"
},
"ksao_type": {
"description": "knowledge | skill | ability | other — from a panel validated at 95.1% on gold O*NET labels. 'other' is UNVALIDATED (no gold labels existed for it).",
"type": "string"
},
"construct_class": {
"description": "person-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'.",
"type": "string"
},
"has_canon_identity": {
"description": "true = only elements resolved to a JobFrame canon component (an IDENTITY, panel-adjudicated). false = only unresolved.",
"type": "boolean"
},
"canon_promotion_candidate": {
"description": "true = 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.",
"type": "boolean"
},
"q": {
"description": "Substring match on the element label.",
"type": "string"
},
"limit": {
"description": "Cap the rows returned (default 200). `total` always reports the true count.",
"type": "number"
},
"capability_detail": {
"description": "Return ONE capability with its elements and books hydrated, instead of querying elements.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"api_version": {
"type": "string"
},
"spine_meta": {},
"capability": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"total": {
"type": "number"
},
"returned": {
"type": "number"
},
"elements": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
}
},
"required": [
"api_version",
"spine_meta"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Community
Nachweis