memtree

Codex and Claude Code session JSONL is collected outside the model context, consolidated into local SQLite memory, and exposed through MCP.

This is an intentionally small first implementation:

• Codex and Claude Code Hook queueing

• crash-recovery transcript scanning

• byte-offset incremental JSONL collection

• secret redaction and user/final-assistant filtering

• deterministic per-session Sleep memory

• SQLite FTS search

• MCP read, search, explicit write, forget, Sleep, and status tools

• stdio and Streamable HTTP transports

The current Sleep implementation creates a bounded session digest. It does not yet perform LLM-based profile/entity/decision extraction.

Setup

cd ~/repos/memtree
uv sync
uv run memtree init
uv tool install --editable .

The editable tool install makes memtree available to lifecycle hooks.

Related MCP server: waypath

Configure hooks

Merge the relevant example into the user-level configuration:

• Codex: integrations/codex/hooks.json.example into ~/.codex/hooks.json

• Claude Code: integrations/claude-code/settings.json.example into ~/.claude/settings.json

Review and trust the Codex hook through /hooks. Hooks only enqueue session_id, transcript_path, and cwd; they do not invoke MCP or a model.

Collect and Sleep

Run manually or from cron/systemd:

memtree collect --scan all
memtree sleep
memtree status
memtree memory list --cwd "$PWD"

Suggested daily command:

memtree collect --scan all && memtree sleep

Configure MCP

Codex stdio configuration:

[mcp_servers.memtree]
command = "memtree"
args = ["serve", "--transport", "stdio"]
enabled = true

Claude Code:

claude mcp add --scope user memtree -- \
  memtree serve --transport stdio

Available tools:

• memory_context

• memory_search

• memory_get

• memory_put

• memory_forget

• memory_sleep

• memory_status

Write and forget tools are annotated with their side effects. Automatic transcript ingestion is deliberately not exposed as an MCP tool.

Pass cwd to memory_context or memory_search to include the matching project memory. Use include_all_projects=true only for an intentional cross-project review.

Docker

Docker runs the Streamable HTTP MCP server with a private persistent volume:

docker compose up --build -d

The HTTP endpoint is http://127.0.0.1:8765/mcp. Collection normally runs on the host because the transcript directories are private host state.

Development

uv run ruff format --check .
uv run ruff check .
uv run pyright
uv run pytest