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ainative-memory-mcp

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Tools 10
GitHub stars
Installs / wk 142
Licence
Transport stdio
Last checked never

Tools & capabilities

10 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.

add_observations from source
Add new observations to existing entities in the knowledge graph.
create_entities from source
Create multiple new entities in the knowledge graph. Entities are the fundamental nodes with a name, type, and list of observations. Stored in ZeroDB cloud — persists across sessio…
create_relations from source
Create multiple new relations between entities in the knowledge graph. Relations should be in active voice.
delete_entities from source
Delete multiple entities and their associated relations from the knowledge graph.
delete_observations from source
Delete specific observations from entities in the knowledge graph.
delete_relations from source
Delete multiple relations from the knowledge graph.
open_nodes from source
Open specific nodes in the knowledge graph by their names.
read_graph from source
Read the entire knowledge graph from ZeroDB cloud storage.
search_nodes from source
Search for nodes in the knowledge graph based on a text query. Matches against entity names, types, and observation content (case-insensitive substring match).
search_nodes_semantic from source
Search for nodes in the knowledge graph using semantic vector similarity. Unlike search_nodes which does exact text matching, this finds entities by meaning — e.g., searching