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 part of the registry: singular guide lookup, plural guide listing, capability-spine traversal, and taxonomy vocabulary. There is no meaningful overlap or ambiguity in purpose.
All tool names follow the same verb_noun pattern: get_ for a single resource and list_ for collection/overview queries. The naming is predictable and easy to infer.
Four tools is well-scoped for a read-only registry server focused on guides, capabilities, and taxonomy. Each tool covers a distinct and necessary part of the domain without redundancy.
The core registry, capability, and taxonomy queries are covered, and list_capabilities provides flexible traversal over joined books, elements, and jobs. Minor gaps remain: there is no direct way to enumerate jobs/roles or fetch individual taxonomy entities outside the provided list/detail paths, though agents can work around this.
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 declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds that the returned row includes artifact and routing-surface status, but this is largely redundant given an output schema exists. No extra behavioral information like error handling or lookup semantics is disclosed.
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 compact sentence that front-loads the core action ('Get one guide's registry row by slug') and appends only the relevant status detail. No filler or redundant phrasing.
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 retrieval tool with a rich output schema and non-destructive annotations, the description covers all necessary invocation details. An agent knows what to call, how to identify the target, and what kind of data 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 slug parameter is fully documented in the schema with a concrete example (start-a-company), and schema description coverage is 100%. The description merely repeats 'by slug' without adding semantic detail beyond the schema, 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.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a precise verb and resource: retrieve one guide's registry row by slug. It clearly distinguishes from sibling list tools like list_guides because it explicitly targets a single item via a slug identifier.
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 provides clear context that this tool is for fetching a single guide by slug, which implicitly differentiates it from the sibling list_tools. It does not explicitly name alternatives or state when not to use it, but the usage context is unambiguous enough for an agent to select it correctly.
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 mark the tool read-only and non-destructive; the description adds a valuable behavioral caveat: ksao_type/canon_component_id are null by design and unresolved nulls must not be read as 'no link'. This prevents a likely misinterpretation of query results.
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 dense sentences, each earning its place: the core action, the highest-value parameter recipes, and a critical null-semantics warning. No filler or repetition of schema content.
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 12-parameter tool with full schema coverage and an output schema, the description covers the main entry points and the tricky null behavior. The 'capability spine' and 'books' concepts could use a gloss, but the surrounding schema and title carry that weight.
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 schema already covers 100% of parameters, so the baseline is 3. The description adds semantic intent on top of the schema by explaining the cross-cutting, role-filtering, and hydrated-package use cases that justify min_guides, role, and capability_detail.
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 opens with a specific action ('Traverse the capability spine') and names the resources it joins: books, guides, KSAO-grade elements, and jobs. This clearly differentiates it from sibling tools like list_guides and get_guide, which operate on a narrower resource.
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?
It gives explicit parameter-driven usage recipes: min_guides=2 for cross-cutting capabilities, role=<role> for job requirements, capability_detail=<slug> for a hydrated package. It does not explicitly say when to prefer get_guide or list_guides, so it stops short of full alternative routing.
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 establish readOnlyHint=true and destructiveHint=false. The description adds useful behavioral context beyond that by specifying the full contents of the returned registry and explicitly calling out the distribution roll-up and the edge case of guides with no rendering surface.
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?
One sentence with no filler, front-loaded with the core action and resource, then a compact enumeration of included data and the notable roll-up behavior. Every clause earns 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?
With 13 optional parameters, full schema coverage, an output schema, and safety annotations, the description adds the key scope edge case (distribution roll-up including unrouted guides). No critical invocation information is missing, though explicit sibling differentiation would improve completeness.
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 carries full parameter documentation. The description mentions several output/scope concepts like 'home', 'status', and 'standard', but does not add meaning to the filter parameters themselves. Baseline 3 is appropriate.
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 opens with a specific verb and resource, 'List the bicycle.guide registry', and then enumerates the fields and roll-up it returns. This clearly distinguishes list_guides from siblings like get_guide (singular detail), list_capabilities, and list_taxonomy.
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 states what the tool does but gives no guidance on when to prefer it over sibling tools, nor any exclusions or alternative routing. An agent must infer that registry listing is the intended use; no explicit when/when-not guidance is provided.
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 disclose read-only and non-destructive behavior. The description adds useful behavioral context by noting the result is 'machine-readable data rather than prose' and that shelf counts are 'live', which helps an agent understand the output's nature 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.
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 lists the taxonomy components and output format. Every clause earns its place; there is no filler or repetition beyond the needed scope clarification.
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 no-parameter, read-only listing tool with an output schema present, the description is sufficiently complete. It names the exact vocabulary components returned, signals the machine-readable format, and the empty input schema means there is no call-construction ambiguity.
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 the description carries no parameter-documentation burden. The empty schema already fully covers the input side, and the baseline of 4 is appropriate because there is nothing for the description to add.
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 clearly identifies the action ('Get') and resource ('the bicycle.guide vocabulary') and enumerates specific contents such as domains, shelves, series, personas, and guide_types. It is far more informative than the title, but it does not explicitly differentiate itself from the 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.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies a clear use case: retrieve the guide program's structured vocabulary rather than prose. However, it does not explicitly state when to prefer this tool over the sibling tools or when not to use it. The usage guidance is inferable but not stated.
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
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
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)
Route real usage through the Glama Gateway; more recorded successful server uses also improve the ranking
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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