About Ainative Memory
Ainative Memory is an MCP server in the RAG category: enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph in the cloud instead of local JSONL files.
Install
claude mcp add ainative-memory -- npx -y ainative-memory-mcpnpx -y ainative-memory-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (9)
add_observationsAdd observations to existing entities
Parameters not published.
create_entitiesCreate new entities with name, type, and observations
Parameters not published.
create_relationsCreate directed relations between entities
Parameters not published.
delete_entitiesDelete entities and their cascading relations
Parameters not published.
delete_observationsRemove specific observations from entities
Parameters not published.
delete_relationsDelete specific relations
Parameters not published.
open_nodesFetch specific entities by name with their relations
Parameters not published.
read_graphRead the entire knowledge graph
Parameters not published.
search_nodesSearch by text match (name, type, observations)
Parameters not published.
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