@codemem/mcp

Keyword-search memories when you know exact terms or identifiers. Returns full body text for each match; use memory_search_index when you only need compact candidates.

Keyword-search memories when you know exact terms or identifiers. Returns compact entries with IDs and titles, without bodies; expand selected IDs with memory_get or memory_get_observations.

Explain search results with detailed scoring breakdown.

Return recent memories, newest first.

Build a formatted context block for a concept or task using keyword and semantic search when embeddings are available, with automatic keyword-only fallback. Use for conceptually relevant context; use memory_search or memory_search_index for exact identifiers.

Return the memory schema — kinds, fields, and available filters.

Mine recurring memories into reviewable context candidates. Reads project/user context files without modifying them and can call the optional observer when judge=true.

Get a chronological window of memories around an anchor (by ID or query).

Fetch memories by ID with surrounding timeline context.

Learn how to use codemem memory tools. Call this first if unfamiliar.

Fetch one memory by exact ID. Does not inherit the default project; optional filters constrain the lookup, and a mismatch returns not_found.

Fetch multiple memories by exact IDs. Does not inherit the default project. Missing or filtered-out IDs are omitted from results, not reported as not_found.

Create a new memory. Use for milestones, decisions, and notable facts.

Soft-delete a memory by exact ID so it no longer appears in normal retrieval; this is not secure erasure. Does not inherit the default project; optional filters must match or the tool returns not_found.