{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_halismertkir-academik-tinder","slug":"halismertkir-academik-tinder","name":"YÖK Akademik Profiles","type":"repo","url":"https://github.com/halismertkir/academik-tinder","page_url":"https://unfragile.ai/halismertkir-academik-tinder","categories":["research-search"],"tags":["mcp","model-context-protocol","smithery:halismertkir/academik-tinder"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_halismertkir-academik-tinder__cap_0","uri":"capability://search.retrieval.structured.academic.profile.retrieval","name":"structured academic profile retrieval","description":"This capability enables users to query and retrieve structured academic profiles from the YÖK Akademik database using a model-context-protocol (MCP) architecture. It employs a RESTful API design to facilitate efficient data fetching and integrates with external data sources to enrich profile details, ensuring comprehensive information retrieval for research and networking purposes.","intents":["How can I find detailed academic profiles for potential collaborators?","What are the structured details available for a specific academic in YÖK Akademik?","Can I retrieve information about researchers in a particular field?"],"best_for":["researchers seeking collaborators","HR teams hiring academics","networking professionals in academia"],"limitations":["Dependent on the availability of data in the YÖK Akademik database, which may vary.","Limited to profiles available in the YÖK system."],"requires":["Access to the YÖK Akademik API","Internet connection"],"input_types":["text (search queries)","structured data (filters)"],"output_types":["structured data (JSON format)"],"categories":["search-retrieval","academic-research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_halismertkir-academik-tinder__cap_1","uri":"capability://search.retrieval.collaborator.network.exploration","name":"collaborator network exploration","description":"This capability allows users to explore and visualize the network of collaborators associated with a specific academic profile. It leverages graph-based algorithms to map relationships and connections, providing insights into collaboration patterns and potential research partnerships.","intents":["How can I visualize the collaboration network of a specific researcher?","What are the connections between academics in my field?","Can I identify potential collaborators based on existing connections?"],"best_for":["research teams looking to expand their network","academics seeking collaboration opportunities","data analysts studying collaboration trends"],"limitations":["Visualization may be limited by the depth of available data on collaborations.","Performance may degrade with very large networks."],"requires":["Access to the YÖK Akademik API","Graph visualization library (e.g., D3.js)"],"input_types":["text (academic name)","structured data (filters)"],"output_types":["visual data (graphs)","structured data (JSON format)"],"categories":["search-retrieval","network-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_halismertkir-academik-tinder__cap_2","uri":"capability://search.retrieval.academic.profile.filtering","name":"academic profile filtering","description":"This capability enables users to filter academic profiles based on specific criteria such as research interests, publication counts, or institutional affiliations. It uses a query-building approach that allows for complex filtering logic, ensuring users can narrow down their search effectively.","intents":["How can I filter academic profiles by research area?","What options do I have to refine my search for academics?","Can I find profiles based on publication metrics?"],"best_for":["researchers looking for specific expertise","HR personnel screening candidates","students seeking mentors"],"limitations":["Filtering options are limited to the fields available in the YÖK database.","Complex queries may require additional processing time."],"requires":["Access to the YÖK Akademik API","Internet connection"],"input_types":["text (filter criteria)","structured data (filter parameters)"],"output_types":["structured data (filtered profiles in JSON format)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Access to the YÖK Akademik API","Internet connection","Graph visualization library (e.g., D3.js)"],"failure_modes":["Dependent on the availability of data in the YÖK Akademik database, which may vary.","Limited to profiles available in the YÖK system.","Visualization may be limited by the depth of available data on collaborations.","Performance may degrade with very large networks.","Filtering options are limited to the fields available in the YÖK database.","Complex queries may require additional processing time.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.31,"ecosystem":0.48999999999999994,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.3,"quality":0.2,"ecosystem":0.15,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:26.347Z","last_scraped_at":"2026-05-03T15:19:05.145Z","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=halismertkir-academik-tinder","compare_url":"https://unfragile.ai/compare?artifact=halismertkir-academik-tinder"}},"signature":"Z5tRUY2LVj87G5UdUtPJ/vM7hxxeSzWmPr4dqKRhxV4fj/pveY24m8uiiJF2MdOqrTixL92DRW+lWcP5L39fBw==","signedAt":"2026-06-23T08:01:21.215Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/halismertkir-academik-tinder","artifact":"https://unfragile.ai/halismertkir-academik-tinder","verify":"https://unfragile.ai/api/v1/verify?slug=halismertkir-academik-tinder","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"}}