MCP Tools Reference

A conservative quick-start subset of the release-enabled MCP surface.

Core memory

store_memory

Store a scoped memory with category and bounded metadata.

search_memory

Run bounded hybrid, semantic, text, or phrase search.

get_memory

Retrieve one memory when the credential can access it.

list_memories

List a bounded page of accessible memories.

update_memory

Update an accessible memory.

delete_memory

Delete an accessible memory.

Search and statistics

find_similar_memories

Find scoped memories similar to an authorised source memory.

enhanced_search

Search with bounded intent and relationship expansion.

get_stats

Read the usage statistics permitted to the credential.

get_embedding_stats

Read embedding health statistics.

Context workspaces

create_context

Create a context in an accessible project, subject to quota.

list_contexts

List accessible contexts.

search_context

Search within an accessible context.

add_memory_to_context

Link an accessible memory to a compatible context.

Snapshots and temporal reads

create_snapshot

Create a bounded immutable snapshot from one project audience.

get_snapshot

Retrieve an authorised bounded snapshot.

list_snapshots

List snapshots visible to the credential.

search_at_time

Run an authorised point-in-time memory query.

get_memory_history

Retrieve stored versions of an accessible memory.

Graph and contradiction reads

get_memory_graph

Retrieve a bounded graph for accessible memories.

detect_contradictions

Retrieve precomputed contradictions in accessible context.

infer_memory_relationships

Infer scoped relationships for an accessible memory.