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alfianyusufabdullah

jalipata-mcp-memory

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MEMORY_DB_PATHNoSQLite database file./memory/memory.db
MEMORY_HTTP_PORTNoPort when transport is 'http'3000
MEMORY_TRANSPORTNoTransport mode: 'stdio' or 'http'stdio
MEMORY_SERVER_NAMENoServer name advertised over MCPjalipata-memory

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "subscribe": true,
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
create_entitiesA

Create multiple new entities in the knowledge graph. Entities with an existing name are ignored.

create_relationsA

Create multiple new relations between entities. Relations should be in active voice. Missing endpoint entities are created automatically.

add_observationsA

Add new observations (atomic facts) to existing entities in the knowledge graph. Fails if an entity does not exist.

delete_entitiesA

Delete entities and their associated relations and observations from the knowledge graph (cascading). Silent if an entity does not exist.

delete_observationsA

Delete specific observations from entities in the knowledge graph. Silent if an observation does not exist.

delete_relationsA

Delete specific relations from the knowledge graph. Silent if a relation does not exist.

read_graphA

Read the entire knowledge graph for a namespace, including all entities and relations.

search_nodesA

Keyword search for nodes in the knowledge graph by entity names, entity types, and observation content. Returns matching entities and their connected relations.

open_nodesA

Retrieve specific nodes by name, along with relations connected to them. Silently skips non-existent nodes.

list_namespacesA

List all memory namespaces (scopes) stored in this server.

Prompts

Interactive templates invoked by user choice

NameDescription
memory-guidanceInstructions that teach the model how to use the memory knowledge graph (retrieve, store, and maintain memories across conversations).

Resources

Contextual data attached and managed by the client

NameDescription
namespacesList of all memory namespaces known to this server

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