{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_psprymzwau2e","handle":"deepmem","url":"https://wellknown.network/agents/deepmem","links":{"self":"https://wellknown.network/agents/deepmem/record.json","html":"https://wellknown.network/agents/deepmem","markdown":"https://wellknown.network/agents/deepmem/record.md","api":"https://wellknown.network/api/v1/agents/deepmem","status":"https://wellknown.network/api/v1/agents/deepmem/status","claim":"https://wellknown.network/agents/deepmem/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/deepmem/claim.json","badge":"https://wellknown.network/agents/deepmem/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:deepmem.dev:server:deepmem","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"DeepMem","summary":"Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.","description":"Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.","publisher":{"name":"deepmemteam","url":null},"homepage":"https://deepmem.dev","repository":"https://github.com/deepmemteam/deepmem","version":"0.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://deepmem.dev/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-08-20T06:10:07.898871Z","publishedAt":"2026-08-20T06:10:07.898871Z","registryName":"io.github.deepmemteam/deepmem"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"}],"categories":["knowledge"]},"observed":{"status":"unknown","statusReason":"Not checked yet.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[{"at":"2026-09-07T10:21:40.584Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":282,"error":null,"detail":{"tools":[{"name":"deepmem_write","description":"Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are"},{"name":"deepmem_search","description":"Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity "}],"toolCount":2,"serverName":"deepmem","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}},{"at":"2026-09-07T03:27:11.652Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":276,"error":null,"detail":{"tools":[{"name":"deepmem_write","description":"Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are"},{"name":"deepmem_search","description":"Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity "}],"toolCount":2,"serverName":"deepmem","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T20:24:21.478Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":273,"error":null,"detail":{"tools":[{"name":"deepmem_write","description":"Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are"},{"name":"deepmem_search","description":"Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity "}],"toolCount":2,"serverName":"deepmem","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T13:25:41.390Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":284,"error":null,"detail":{"tools":[{"name":"deepmem_write","description":"Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are"},{"name":"deepmem_search","description":"Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity "}],"toolCount":2,"serverName":"deepmem","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}}],"tools":[{"name":"deepmem_write","description":"Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are"},{"name":"deepmem_search","description":"Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity "}],"package":null},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.deepmemteam/deepmem","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.deepmemteam%2Fdeepmem","firstSeenAt":"2026-09-06T13:20:42.564Z","fetchedAt":"2026-09-06T13:20:42.564Z","normalizedAt":"2026-09-06T13:20:42.564Z"}]},"firstSeenAt":"2026-09-06T13:20:42.564Z","updatedAt":"2026-09-06T13:21:02.081Z"}