mneme_summarize

MCP tool from Mneme by OnourImpram

Groups FTS5 matches for a topic by vault directory within optional date and scope filters. Graphiti enrichment appears only when that optional local graph integration is configured.

How to use it

Project documentation lists mneme_summarize for the Mneme 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 Mneme

$pipx install mneme-cc-plugin && mneme install
FULL MNEME LISTING

Other tools in Mneme (8)

mneme_checkpoint_list

Lists recent Context Continuity Engine checkpoints from the active scope, newest first. Missing checkpoint state returns an empty list.

mneme_prime

Builds a token-budgeted preflight context bundle from recent sessions and topic-relevant matches. A caller session identifier enables per-session injection deduplication and full, keypoints, or reference formatting.

mneme_propose

Queues a redacted memory-edit proposal for the policy drain. The server does not apply the edit directly; durable categories always require human approval.

mneme_recall

Retrieves indexed documents by session identifier, date range, and scope. Returns paths, titles, modification times, memory types, and optionally the full markdown body.

mneme_search

FTS5 BM25 retrieval over the vault with Turkish casefold normalization, plus date, memory-type, and scope filters. Returns ranked hits and EvidenceCards carrying content hashes, trust, confidence, and the backend that actually ran.

mneme_timeline

Returns scope-restricted references for a subject in chronological order. Graphiti facts and bi-temporal filtering appear only when the optional local graph integration is available.

mneme_working_set_load

Loads salience-ranked working-set items from a Context Continuity Engine checkpoint. Unknown and out-of-scope anchors return the same neutral not-found result.

mneme_write

Atomically appends or replaces a markdown section in a vault file. Enforces vault path containment and redacts private spans before storage.