graph_query

MCP tool from Synapto by ramonlimaramos

Walk the knowledge graph (N-hop)

How to use it

Project documentation lists graph_query for the Synapto MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.

Install Synapto

$uvx --refresh synapto serve

FULL SYNAPTO LISTING

Other tools in Synapto (15)

agent_handoff_template

Instructions for a task's single handoff packet: look it up by metadatafilter, extend it with updatememory, create it with remember only when none exists

find_contradictions

Find memory pairs that disagree

forget

Soft-delete a memory; human-authored memories require allowhuman=true

get_memories

Fetch complete content for multiple recalled memories

get_memory

Fetch the complete content and metadata for one recalled memory

handoff_inbox_template

Build the metadatafilter lookup that returns the packets waiting for an agent

list_entities_tool

Browse known entities

maintain

Run decay and ephemeral cleanup

memory_stats

View counts and distribution

ping

Check MCP transport health without touching PostgreSQL, Redis, or embeddings

recall

Search memories by meaning; narrow by scopes, metadatafilter, origin, depthlayer, subtype

relate

Link two entities ("acme/api" --[publishes]--> "orders.created")

remember

Store a memory with optional scopes, origin and metadata (entities and search vectors are created automatically)

trust_feedback

Mark a memory as helpful or unhelpful

update_memory

Replace, append, or patch fields (including scopes and depthlayer) on an existing memory; a finished handoff moves to ephemeral in the same call