engram_surface
Proactive memory surfacing — pushes relevant memories based on current context.
How to use it
engram_surface is exposed by the Engram MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the engram_surface tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install Engram
npx engram-serveOther tools in Engram (16)
What needs attention right now — pending commitments, stale follow-ups, contradictions.
Ask a question and get a synthesized answer with confidence and sources.
Cross-reference external content (e.g. CLAUDE.md) against the vault — flags outdated claims.
Structured session briefing — key facts, pending commitments, recent activity.
Save current session context before it is lost (extracts durable memories from a summary).
Create a relationship between two memories in the knowledge graph.
Run consolidation — distills episodes into semantic knowledge, discovers entities, finds contradictions.
List all tracked entities with memory counts.
Forget a memory (soft or hard delete).
Import memory from Claude Code (CLAUDE.md files, sessions).
Import an Obsidian vault (wikilinks, tags, frontmatter).
Auto-ingest conversation transcripts or raw text into structured memories.
Returns attribution info about the memory system.
Recall relevant memories via semantic search.
Store a memory. Auto-extracts entities and topics.
Vault statistics — memory counts by type, entity count, etc.