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Recall

Local-first search across every AI coding session on your machine.

Jump between Claude Code, Codex, and whatever comes next; Recall pulls those scattered local sessions into one searchable index, tracks usage when token metadata is available, and drops you back into the original CLI.

Architecture

Install

brew install samzong/tap/recall

Usage

recall sync          # incremental sync of the current project (safe to run anytime)
recall sync --project all  # sync every project and run index-wide maintenance
recall               # launch TUI
recall usage         # usage dashboard
recall export --project all > recall-export.jsonl # export all sessions
recall import recall-export.jsonl --dry-run  # preview an import
recall session list  # list sessions for agents/scripts
recall session share --id <session-id> --format json  # publish one selected session
recall info  # index stats and worker status

With Skill use Recall is the best way.

recall skill install # auto detect agents and install skills

Support

One index across every AI coding CLI. Sync once, search everywhere, resume right where you left off.

Adapter	Discovery	Full-index	Incremental-sync	Semantic-search	Export	Resume	Usage
Claude Code	✅	✅	✅	✅	✅	✅	✅
OpenCode	✅	✅	✅	✅	✅	✅	✅
Codex	✅	✅	✅	✅	✅	✅	✅
Pi	✅	✅	✅	✅	✅	✅	✅
Antigravity	✅	✅	✅	✅	✅	✅
Gemini	✅	✅	✅	✅	✅	✅	✅
Kiro	✅	✅	✅	✅	✅	—
Copilot	✅	✅	✅	✅	✅	✅
Cursor	✅	✅	✅	✅	✅	—	✅
Cline	✅	✅	✅	✅	✅	—
DeepSeek Harness	✅	✅	✅	✅	✅	—	✅
Grok	✅	✅	✅	✅	✅	✅
Kimi Code	✅	✅	✅	✅	✅	✅	✅

Acknowledgements

• Thanks to tokscale for the usage dashboard reference and token accounting behavior.
• Thanks to Ratatui and Crossterm for the terminal UI foundation.
• Thanks to sqlite-vec and SQLite FTS5 for keeping local text and vector search embedded.
• Thanks to Candle, Hugging Face, and intfloat/multilingual-e5-small for local semantic embeddings.
• Thanks to kitup for the bundled agent skill installer.
• Thanks to LINUX DO for the open-source sharing community.

License

This project is licensed under the MIT License.