{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-960903457","name":"KacemMathlouthi/VCell-Demo — AI/Bot Repository","category":"Other resources","description":"a demo of a chatbot for querying and interpreting biomodels stored in the VCell BioModel Database. It enables users to interact with biological modeling resources using natural language and provides structured outputs, model metadata, downloadable files, and visualizations in real time.","publisher":"KacemMathlouthi (GitHub owner)","website":"https://github.com/KacemMathlouthi/VCell-Demo","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-960903457","tags":["AI","Repository metadata","llm"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/KacemMathlouthi/VCell-Demo","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/KacemMathlouthi/VCell-Demo","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-10-30","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"960903457","topics":["biomodels","chatbot","groq","gsoc","llm","streamlit","vcell","vcell-database"],"retrievedAt":"2026-10-29T07:30:08.524Z","availabilityCheckedAt":"2026-10-29T07:30:08.524Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-30T00:55:27.802Z"},"size":10514,"defaultBranch":"main","fullName":"KacemMathlouthi/VCell-Demo","metadataSource":"https://api.github.com/repos/KacemMathlouthi/VCell-Demo","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}