A
licenseNot graded
qualityC
maintenanceBuilds entire Canvas courses from a syllabus, generating IMS Common Cartridge files and importing them via the Canvas content-migrations API.
3
Apache 2.0
Learnosity Build Aide
Server Details
Build Learnosity integrations from Learnosity's own documentation and integration skills.
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- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
B3.4/5.0
Scored across 8 tools
Disambiguation4/5
The set cleanly splits into a documentation surface (list_docs_sources, list_docs_categories, search_docs_sources, read_document), a skills surface (skills_list, skills_search, skills_read), and a standalone feedback helper. The only mild overlap is between list_docs_sources and list_docs_categories, but the descriptions make the source-vs-category distinction clear enough, and read_document vs skills_read target visibly different resource types.
Naming Consistency3/5
Two competing conventions coexist: docs tools use verb_noun (list_docs_sources, search_docs_sources, read_document, get_feedback_link) while skills tools use noun_verb (skills_list, skills_search, skills_read). Both are internally consistent and readable, but mixing them within one server breaks predictability for an agent guessing names.
Tool Count4/5
Eight tools is a well-proportioned surface for a docs-plus-skills assistant, with roughly parallel list/search/read triads for each domain. The get_feedback_link tool is an auxiliary extra rather than a core operation, which makes the set slightly looser than ideal but not bloated.
Completeness3/5
Discovery relies heavily on search: there is no tool to enumerate articles within a source or category, so an agent that doesn't get a useful search hit has no browse path to a valid article id for read_document. The skills triad and feedback flow are complete, but the docs surface has a notable structural gap between categories and reading a specific article.
Available Tools
8 toolsget_feedback_linkGet the Learnosity MCP Feedback LinkARead-onlyInspect
Call this when a user wants to give feedback, report a problem, or suggest an improvement about the Learnosity MCP server or its documentation. Returns a friendly message and a link to the Learnosity MCP Feedback Page to share with the user. This does not collect feedback in the chat. Do not ask the user for their email, credentials, ratings, or any structured feedback fields in the chat - the linked page collects everything.
Inputs: no named parameters. Returns: object
list_docs_categoriesList Learnosity Documentation CategoriesARead-onlyInspect
List cached Learnosity categories. Use list_docs_sources or learnosity://sources/index to discover valid source ids. If no source is provided, categories from every configured source are returned.
Inputs: source. Returns: result
list_docs_sourcesList Learnosity Documentation SourcesARead-onlyInspect
List the configured Learnosity documentation sources. Use this tool or learnosity://sources/index to discover valid source ids before searching or reading.
Inputs: no named parameters. Returns: result
read_documentRead Learnosity DocumentBRead-onlyInspect
Read a cached Learnosity document from a required source and article id. Use list_docs_sources or learnosity://sources/index to discover valid source ids.
Inputs: source (required), article_id (required). Returns: object
search_docs_sourcesSearch Learnosity Documentation SourcesARead-onlyInspect
Search cached Learnosity documentation sources. Use list_docs_sources or learnosity://sources/index to discover valid source ids. If no sources are provided, the search spans every configured source. Hits that touch a lower-level API outside the golden path are withheld unless off_golden_path_reason carries the user's real reason for steering off it; that parameter is required on every such request.
Inputs: query (required), limit, sources, category_id, +1 more. Returns: object
skills_listList Integration SkillsCRead-onlyInspect
List Learnosity integration skills with ids, titles, goals, and APIs
Inputs: apis, limit. Returns: object
skills_readRead Integration SkillBRead-onlyInspect
Read one Learnosity integration skill by id and return its Markdown body
Inputs: skill_id (required), max_bytes. Returns: object
skills_searchSearch Integration SkillsBRead-onlyInspect
Search Learnosity integration skills by id, title, goal, APIs, or body content
Inputs: query (required), limit. Returns: object
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