guide-registry
Server Details
Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
TDQS
Each tool targets a distinct operation: single guide lookup, full registry listing, capability-spine traversal, and taxonomy vocabulary. The only mild overlap is between list_capabilities and list_taxonomy, since both expose guide-related structure, but their descriptions separate associations from controlled vocabulary.
All tool names follow a consistent verb_noun pattern using either list_ for collection-level queries or get_ for a single resource. This makes the API predictable.
Four tools is an appropriate size for a read-only registry server. Each tool covers a distinct query surface without excess or duplication.
The set covers guide lookup, full listing, capability traversal with role/detail filters, and taxonomy retrieval. A minor gap is the lack of a direct single-node fetch for taxonomy/capability items, though list_capabilities can filter to one package.
Available Tools
4 toolsget_guideGet one guide's registry rowARead-onlyInspect
Get one guide's registry row by slug, with its artifact + routing-surface status.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | The guide slug, e.g. start-a-company. |
Output Schema
| Name | Required | Description |
|---|---|---|
| guide | Yes | |
| api_version | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already mark this as read-only and non-destructive, so the description does not need to cover safety. It adds useful behavioral context by specifying that the result includes artifact and routing-surface status, going beyond the tool's title.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single sentence that front-loads the core action and resource, then appends the relevant included statuses. There is no filler or repetition.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a single-parameter read-only lookup with an output schema and safety annotations, the description provides enough context for correct invocation. It clearly identifies the input and the expected scope of the returned data.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the schema fully documents the slug parameter. The description only restates that lookup happens by slug, adding no meaningful parameter semantics beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description uses a specific verb ('Get'), a clear resource ('one guide's registry row'), and a precise lookup method ('by slug'). It also states what is included (artifact + routing-surface status), and the singular scope distinguishes it from list_guides.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies usage when you have a specific guide slug and need one registry row rather than a list. However, it does not explicitly state when to prefer this over list_guides or mention any exclusions.
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)ARead-onlyInspect
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'.
| Name | Required | Description | Default |
|---|---|---|---|
| q | No | Substring match on the element label. | |
| role | No | Elements required by this job role, e.g. compensation-analyst. | |
| limit | No | Cap the rows returned (default 200). `total` always reports the true count. | |
| has_job | No | Only elements that some job requires (via a career guide). | |
| ksao_type | No | 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). | |
| capability | No | Elements taught by this capability (guide slug). | |
| min_guides | No | Only elements taught by >= N capabilities. 2 gives the cross-cutting spine. | |
| conflicting | No | Only elements where 2+ non-career guides define the same label differently — these need a ruling. | |
| construct_class | No | 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'. | |
| capability_detail | No | Return ONE capability with its elements and books hydrated, instead of querying elements. | |
| has_canon_identity | No | true = only elements resolved to a JobFrame canon component (an IDENTITY, panel-adjudicated). false = only unresolved. | |
| canon_promotion_candidate | No | 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. |
Output Schema
| Name | Required | Description |
|---|---|---|
| total | No | |
| elements | No | |
| returned | No | |
| capability | No | |
| spine_meta | Yes | |
| api_version | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already signal a safe read-only operation, and the description adds valuable behavior beyond that: nulls mean 'not yet joined' rather than 'no link', ksao_type 'other' is unvalidated, and construct_class filters to only ~30% person-attribute elements. These are exactly the kind of non-obvious behaviors an agent needs to know.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Three sentences, each earning its place: purpose, parameter-to-use-case mapping, and the critical null-semantics caveat. The description is dense but not bloated, and the opening sentence immediately establishes what the tool does.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a complex 12-parameter read-only query tool with an output schema, the description covers the domain model, key usage modes, data-quality caveats, and null interpretation. The output schema handles return-value details, so nothing critical is missing for correct invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, but the description enriches the parameters with domain meaning: min_guides=2 identifies the cross-cutting spine, capability_detail hydrates a package, canon_promotion_candidate represents real promotion candidates, and construct_class distinguishes 'what a job requires' from 'what a capability produces'. This goes well beyond the schema's basic field descriptions.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a concrete operation: traverse the capability spine to join books, guides, KSAO elements, and jobs. It is clearly differentiated from siblings like list_guides and get_guide by focusing on cross-entity traversal and element-level query modes.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description explicitly maps parameters to use cases: min_guides=2 for cross-cutting capabilities, role=<role> for job requirements, and capability_detail=<slug> for a hydrated package. It does not explicitly contrast with sibling tools, but gives enough situational guidance for an agent to choose correctly.
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 registryARead-onlyInspect
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).
| Name | Required | Description | Default |
|---|---|---|---|
| home | No | Filter by owning property, e.g. jobframe, peopleanalyst, penwright. | |
| limit | No | Cap the rows returned. Default 100, max 500. | |
| access | No | Filter by access: free | gated. | |
| domain | No | 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. | |
| fields | No | 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". | |
| series | No | 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. | |
| status | No | Filter by status: on | draft. | |
| persona | No | 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. | |
| category | No | 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. | |
| standard | No | Filter by standard: bicycle | life-stage | problem-opportunity. | |
| guide_type | No | 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. | |
| has_artifact | No | Only guides that do (true) / do not (false) have a new-design artifact. | |
| home_unrouted | No | Only guides whose home has NO rendering surface at all (the distribution gap). |
Output Schema
| Name | Required | Description |
|---|---|---|
| count | Yes | |
| limit | Yes | |
| fields | Yes | |
| guides | Yes | |
| rollup | No | |
| filters | Yes | |
| api_version | Yes | |
| registry_meta | No | |
| total_matching | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true and destructiveHint=false, and the description adds meaningful behavioral context by explicitly noting that the distribution roll-up includes guides homed to a property with no rendering surface. This goes beyond the schema and clarifies an inclusion edge case without contradicting annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The entire description is one information-dense sentence with no filler. It front-loads the core action and resource, then appends the important scope details and edge-case inclusion, making every word earn its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's complexity (13 optional filters), the 100% schema coverage, output schema, and annotations, the description sufficiently conveys what the tool returns and highlights the notable distribution roll-up behavior. It is complete enough for an agent to invoke correctly, though it could slightly improve by explicitly contrasting with sibling list tools.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Parameter descriptions in the schema already cover 100% of the 13 parameters with detailed examples and default values, so the description does not need to compensate. It adds no parameter-specific meaning, which is acceptable given the high schema coverage; baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Description uses a specific verb and resource: 'List the bicycle.guide registry' and enumerates the exact scope of what is returned (home, status, access, standard, syndication, grounding, distribution roll-up). This clearly differentiates it from siblings like get_guide (a single guide) and list_capabilities/list_taxonomy (different registries).
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies use when you need the full registry of guides rather than a single guide or another taxonomy, but it never explicitly states when to prefer this tool over alternatives or when not to use it. The context is inferable from the name and sibling list, but the description itself gives no direct routing guidance.
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 vocabularyARead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| series | Yes | |
| domains | Yes | |
| shelves | Yes | |
| personas | Yes | |
| api_version | Yes | |
| conventions | Yes | |
| guide_types | Yes | |
| counts_basis | Yes | |
| unclassified | Yes | |
| registry_meta | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint and non-destructive behavior. The description adds useful behavioral context beyond that by promising live guide counts and machine-readable output rather than prose. There is no contradiction with annotations, and no hidden state-changing behavior is implied.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single front-loaded sentence with no filler. The enumeration of returned vocabulary elements earns its place, and the clarification 'machine-readable data rather than prose' adds value without bloating the description.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-parameter, read-only vocabulary tool with an output schema, the description is complete: it names the resource, the returned categories, and the data format. An agent has enough information to decide to call it and know what to expect.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
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 empty schema is already unambiguous and schema description coverage is 100%. The nominal baseline for zero-parameter tools applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description uses a specific verb and resource: 'Get the bicycle.guide vocabulary' and enumerates the exact returned components (domains, shelves, series, personas, guide_types, classification conventions). It does not explicitly call out a sibling alternative, but the resource name and content list make the tool's purpose clear.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The intended use is implied rather than explicit: an agent can infer to call this when it needs taxonomy or classification data instead of a specific guide, guide list, or capability list. However, there is no direct 'use when' guidance or comparison with siblings like get_guide, list_guides, or list_capabilities.
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.
4 tool updates
- First observed
get_guide - First observed
list_capabilities - First observed
list_guides - First observed
list_taxonomy
Frequently Asked Questions
Claiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
Open the connector listing, choose Claim ownership, and sign in to Glama.
Complete one verification method:
GitHub identity – fastest for official registry listings. For a namespace such as
io.github.alice/server, link the matching GitHub user, then choose Claim with GitHub. An organization namespace such asio.github.acme/serveralso needs that organization to have installed the Glama AI GitHub App and approved its permissions, because GitHub discloses organization membership only to apps it has installed. Use HTTP or DNS when it has not.HTTP challenge – works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at
/.well-known/glama.jsonon the same origin as the connector, then choose Check HTTP challenge.DNS challenge – works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.
The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
}Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.
If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
Control your server's listing on Glama, including description and metadata
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Feature your server to boost visibility and reach more users
To improve your MCP server's ranking:
Claim ownership of the server listing
Complete the server profile with an accurate description and thumbnail
Provide a test profile so Glama can connect to and evaluate the server
Keep tool definitions clear and complete to earn a high Tool Definition Quality Score (TDQS)
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Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
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For server owners:
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Credentials required to access the server are missing or invalid
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