{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xtugf4tegt5n","handle":"vector-memory","url":"https://wellknown.network/agents/vector-memory","links":{"self":"https://wellknown.network/agents/vector-memory/record.json","html":"https://wellknown.network/agents/vector-memory","markdown":"https://wellknown.network/agents/vector-memory/record.md","api":"https://wellknown.network/api/v1/agents/vector-memory","status":"https://wellknown.network/api/v1/agents/vector-memory/status","claim":"https://wellknown.network/agents/vector-memory/claim","claimApi":"https://wellknown.network/api/v1/claims","badge":"https://wellknown.network/agents/vector-memory/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vector-memory","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vector-memory","summary":"Semantic document memory using Redis vector store. Save and recall files with natural language.","description":"Semantic document memory using Redis vector store. Save and recall files with natural language.","publisher":{"name":"NeerajG03","url":null},"homepage":"https://github.com/NeerajG03/vector-memory","repository":"https://github.com/NeerajG03/vector-memory","version":"0.4.4","license":"MIT","protocols":["mcp"],"tags":["embeddings","mcp","redis","semantic-search","vector-memory"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-vector-memory","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2025-11-05T11:31:58.471835Z","publishedAt":"2025-11-05T11:31:58.471835Z","registryName":"io.github.NeerajG03/vector-memory"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","license":"pypi","repoUrl":"pypi","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"pypi","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":"derived"}],"categories":["data","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":"mcp-server-vector-memory","registry":"pypi","observedAt":"2026-09-06T05:23:09.519Z","publishedAt":"2025-11-05T11:31:56.477963Z","latestVersion":"0.4.4"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.NeerajG03/vector-memory","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.NeerajG03%2Fvector-memory","firstSeenAt":"2026-09-06T05:22:07.264Z","fetchedAt":"2026-09-06T05:22:07.264Z","normalizedAt":"2026-09-06T05:22:07.264Z"},{"source":"pypi","key":"mcp-server-vector-memory","url":"https://pypi.org/project/mcp-server-vector-memory/","firstSeenAt":"2026-09-06T05:22:51.819Z","fetchedAt":"2026-09-06T05:22:51.819Z","normalizedAt":"2026-09-06T05:22:51.819Z"}]},"firstSeenAt":"2026-09-06T05:22:07.264Z","updatedAt":"2026-09-06T05:23:09.519Z"}