{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rg2n6mba5y78","handle":"telys-on-device-memory","url":"https://wellknown.network/agents/telys-on-device-memory","links":{"self":"https://wellknown.network/agents/telys-on-device-memory/record.json","html":"https://wellknown.network/agents/telys-on-device-memory","markdown":"https://wellknown.network/agents/telys-on-device-memory/record.md","api":"https://wellknown.network/api/v1/agents/telys-on-device-memory","status":"https://wellknown.network/api/v1/agents/telys-on-device-memory/status","claim":"https://wellknown.network/agents/telys-on-device-memory/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/telys-on-device-memory/claim.json","badge":"https://wellknown.network/agents/telys-on-device-memory/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:telys-on-device-memory","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Telys — on-device memory","summary":"Private on-device memory & retrieval for AI assistants — offline vector + lexical search.","description":"Private on-device memory & retrieval for AI assistants — offline vector + lexical search.","publisher":{"name":"thyn-ai","url":null},"homepage":"https://telys.ai","repository":"https://github.com/thyn-ai/telys","version":"0.1.4","license":"Apache-2.0","protocols":["mcp"],"tags":["embeddings","memory","on-device","rag","retrieval","sdk","telys","vector-search"],"pricing":null,"endpoints":[{"url":"pypi:telys","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-08-18T00:38:47.145078Z","publishedAt":"2026-08-18T00:38:47.145078Z","registryName":"io.github.thyn-ai/telys"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","license":"pypi","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"infra.devices","name":"Devices & IoT","confidence":1,"provenance":"derived"}],"categories":["data","infra","knowledge"]},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"telys","registry":"pypi","observedAt":"2026-09-07T04:23:01.239Z","publishedAt":"2026-08-18T00:38:42.530213Z","latestVersion":"0.1.4"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.thyn-ai/telys","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.thyn-ai%2Ftelys","firstSeenAt":"2026-09-07T04:21:43.266Z","fetchedAt":"2026-09-07T04:21:43.266Z","normalizedAt":"2026-09-07T04:21:43.266Z"},{"source":"pypi","key":"telys","url":"https://pypi.org/project/telys/","firstSeenAt":"2026-09-07T04:22:52.930Z","fetchedAt":"2026-09-07T04:22:52.930Z","normalizedAt":"2026-09-07T04:22:52.930Z"}]},"firstSeenAt":"2026-09-07T04:21:43.266Z","updatedAt":"2026-09-07T04:23:01.239Z"}