{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_noahjohannessen-canvas-mcp","slug":"noahjohannessen-canvas-mcp","name":"canvas-mcp","type":"mcp","url":"https://github.com/noahjohannessen/canvas-mcp","page_url":"https://unfragile.ai/noahjohannessen-canvas-mcp","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:noahjohannessen/canvas-mcp"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_noahjohannessen-canvas-mcp__cap_0","uri":"capability://search.retrieval.course.resource.retrieval","name":"course resource retrieval","description":"This capability allows users to find relevant resources by querying course names or modules. It utilizes a natural language processing approach to interpret user queries and maps them to specific resources within the Canvas and Gradescope systems. The integration with these platforms is achieved through their respective APIs, enabling seamless access to course materials and links.","intents":["How can I find resources for my current course?","What materials are available for a specific module?","Can I get direct links to files for my assignments?"],"best_for":["students managing multiple courses across Canvas and Gradescope"],"limitations":["Dependent on the availability of APIs from Canvas and Gradescope; if APIs change, functionality may break."],"requires":["API access to Canvas and Gradescope"],"input_types":["text"],"output_types":["structured data"],"categories":["search-retrieval","educational-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_noahjohannessen-canvas-mcp__cap_1","uri":"capability://data.processing.analysis.assignment.tracking","name":"assignment tracking","description":"This capability enables users to track upcoming assignments and their submission statuses by querying the system. It employs a polling mechanism to regularly check for updates from the Canvas and Gradescope APIs, ensuring that users are always informed about their deadlines and submission requirements.","intents":["What assignments are due this week?","Can I see the status of my submitted assignments?","How do I keep track of upcoming deadlines?"],"best_for":["students juggling multiple assignments across different platforms"],"limitations":["Polling may introduce latency in updates; real-time tracking is not guaranteed."],"requires":["API access to Canvas and Gradescope"],"input_types":["text"],"output_types":["structured data"],"categories":["data-processing-analysis","educational-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_noahjohannessen-canvas-mcp__cap_2","uri":"capability://text.generation.language.natural.language.query.processing","name":"natural language query processing","description":"This capability allows users to interact with the system using natural language queries. It leverages NLP techniques to parse and understand user inputs, mapping them to specific actions or data retrieval tasks within the Canvas and Gradescope environments. This approach enhances user experience by allowing more intuitive interactions.","intents":["How can I ask about my grades in a specific course?","Can I find out what resources are available for my next assignment?","What is the due date for my upcoming project?"],"best_for":["students who prefer conversational interfaces over traditional navigation"],"limitations":["Accuracy of responses may vary based on the complexity of the query; not all queries may be understood."],"requires":["API access to Canvas and Gradescope"],"input_types":["text"],"output_types":["text","structured data"],"categories":["text-generation-language","user-interface"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_noahjohannessen-canvas-mcp__cap_3","uri":"capability://search.retrieval.module.browsing","name":"module browsing","description":"This capability allows users to browse through courses and their associated modules. It integrates with the Canvas API to fetch course structures and presents them in an organized manner. Users can navigate through modules to find specific content or assignments easily.","intents":["How can I view the modules for my courses?","What topics are covered in my current module?","Can I see the structure of my course?"],"best_for":["students wanting to explore course content in detail"],"limitations":["Dependent on the completeness of course data provided by Canvas; may not reflect real-time changes."],"requires":["API access to Canvas"],"input_types":["text"],"output_types":["structured data"],"categories":["search-retrieval","educational-tools"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"moderate","permissions":["API access to Canvas and Gradescope","API access to Canvas"],"failure_modes":["Dependent on the availability of APIs from Canvas and Gradescope; if APIs change, functionality may break.","Polling may introduce latency in updates; real-time tracking is not guaranteed.","Accuracy of responses may vary based on the complexity of the query; not all queries may be understood.","Dependent on the completeness of course data provided by Canvas; may not reflect real-time changes.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.33,"ecosystem":0.48999999999999994,"match_graph":0.25,"freshness":0.6,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:27.443Z","last_scraped_at":"2026-05-03T15:19:20.346Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=noahjohannessen-canvas-mcp","compare_url":"https://unfragile.ai/compare?artifact=noahjohannessen-canvas-mcp"}},"signature":"M3BxN1IWT8h1lj9cx955mtUxmMgKNAuoyjhKhd/GU3yVc5UKLqKZQ3p6zBdfZ1YEC9Mm/du9jAXZPS8mobwYBw==","signedAt":"2026-06-19T21:31:55.434Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/noahjohannessen-canvas-mcp","artifact":"https://unfragile.ai/noahjohannessen-canvas-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=noahjohannessen-canvas-mcp","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}