devrecall

Trình tổng hợp hoạt động nhà phát triển ưu tiên cục bộ — Git, PRs, Jira, Confluence, Slack, Lịch — được hiển thị dưới dạng máy chủ MCP để các tác nhân mã hóa có thể tìm kiếm và trích dẫn công việc trước đây

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DevRecall

Your developer activity, aggregated on-device. No cloud sync. No telemetry. Your data never leaves your machine.

DevRecall pulls from Git, Slack, Google Calendar, Jira, Linear, Confluence, and GitHub/GitLab/Bitbucket; stores it in a local SQLite database; and turns it into standups, weekly reports, brag docs, and a chat that actually knows what you worked on.

Also ships an MCP server — any MCP-compatible coding tool (Claude Code, Cursor, Codex, Continue, Zed) can spawn it as a stdio subprocess and gain memory of everything you've shipped. /devrecall:recall what auth bug did I fix in February returns cited commits, PRs, and tickets inline.

_{Desktop app — the same memory, native UI} _{devrecall standup — the day's report, written for you} _{devrecall chat — recall with cited commits & PRs}

📚 docs.devrecall.dev — install, configure, integrations, CLI reference.

Why

Local-first. SQLite on your laptop. Tokens in ~/.devrecall/tokens/ (0600). The Cloudflare Worker relay is a pass-through for OAuth callbacks only — it never sees your data.
LLM-optional. Bundled embeddings run offline (ONNX + all-MiniLM-L6-v2). Use local Ollama for chat, or bring your own OpenAI/Anthropic key.
Open source. MIT-licensed. Audit it, fork it, build it from source.

Sources

Source	What gets collected
Git (local)	Commits, branch activity, files changed
GitHub / GitLab / Bitbucket	PRs/MRs, reviews, issues, comments
Slack	Your messages, threads you participated in
Google Calendar	Meetings attended, organized, declined
Jira / Linear	Issue transitions, comments, sprint membership
Confluence	Pages, blogposts, and comments you authored

Install

macOS, via Homebrew:

brew install --cask pavelpilyak/devrecall/devrecall

Installs DevRecall.app and puts the devrecall CLI on your PATH.

Build from source

git clone https://github.com/pavelpilyak/devrecall.git
cd devrecall
make build          # → bin/devrecall

Requires Go 1.22+ with CGO enabled (for SQLite FTS5).

Then connect a source and generate your first standup:

devrecall auth github      # or: slack, google, jira, linear, gitlab, bitbucket
devrecall standup

Full install + setup walkthrough at docs.devrecall.dev/install.

Development

make build              # bin/devrecall
make test               # tests with race detector
make lint               # golangci-lint

Build tags: fts5 enables SQLite full-text search; GO enables hugot's pure Go ONNX backend for embeddings.

The desktop app (Tauri + Svelte) lives in desktop/; the OAuth callback relay (Cloudflare Worker) in relay/.

Contributing

Bug reports and collector contributions are especially welcome. See CONTRIBUTING.md.

Security

SECURITY.md for responsible disclosure.