engram_ingest
Auto-ingest conversation transcripts or raw text into structured memories.
How to use it
engram_ingest is exposed by the Engram MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the engram_ingest 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Cross-reference external content (e.g. CLAUDE.md) against the vault — flags outdated claims.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).
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.
Proactive memory surfacing — pushes relevant memories based on current context.