mcpserver.lol
registry/mcp-automem
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mcp-automem

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Tools 20
GitHub stars 64
Installs / wk 473
Licence MIT
Transport streamable-http, sse, stdio
Last checked 26h ago

Tools & capabilities

20 tools

Read from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.

automem_associate_memories from source
automem_check_health from source
automem_delete_memory from source
automem_recall_memory from source
automem_store_memory from source
automem_update_memory from source
mcp_automem_associate_memories from source
mcp_automem_check_database_health from source
mcp_automem_recall_memory from source
mcp_automem_store_memory from source
mcp_automem_update_memory from source
mcp__memory__ from source
mcp__memory__associate_memories from source
mcp__memory__check_database_health from source
mcp__memory__delete_memory from source
mcp__memory__recall_memory from source
mcp__memory__store_memory from source
mcp__memory__update_memory from source
recall_memory from source
Recall memories from AutoMem in one of three modes. The mode is selected by which params you pass. **Mode 1 — ID fetch:** pass \
store_memory from source
Store memory in one of two modes — single-memory (set top-level \