Search across all project memories.

Use this to find patterns, decisions, and solutions from past projects. Multi-word queries use AND logic. Use quoted phrases for exact matches.

Args: query: Search terms (e.g. "credential masking", "docker sidecar") project: Optional project name to filter results limit: Max number of results (default 10)

Recall relevant memories for a project at session start.

Returns the project's own memories plus cross-project patterns (knowledge validated across multiple projects). Call this at the beginning of a coding session to load context.

If no project is given, auto-detects from the working directory by matching path segments against known project names.

Args: project: Project name to recall memories for (auto-detected if omitted) cwd: Working directory path for auto-detection (defaults to os.getcwd())

Save a memory during a coding session.

Use this when you discover something worth remembering: patterns, decisions, gotchas, architecture notes, debugging insights, or any knowledge that would help future sessions.

The memory is immediately searchable via mem_search.

Args: content: The memory content to save (be specific and actionable) section: Category heading (e.g. "Security", "Architecture", "Gotchas") project: Project name (auto-detected from cwd if omitted) cwd: Working directory for auto-detection (defaults to os.getcwd())

Delete a memory by ID.

Use this to remove stale, wrong, or duplicate memories. Find the ID via mem_search first, then pass it here.

Args: memory_id: The ID of the memory to delete (shown in search results)

Refresh the memory index by re-ingesting all memory files.

Reads Claude Code and Gemini CLI memory files and updates the searchable index. Run this when you know memory files have changed.