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

GitHub

Tài liệu

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.

DevRecall desktop app — chat over your local work history

📚 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

Homebrew ships with the first tagged release. Until then:

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

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

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

Architecture

┌─────────────┐     ┌─────────────┐     ┌─────────────────┐
│  Collectors │ →   │  SQLite     │ →   │  Summarizer /   │
│  (OAuth +   │     │  + FTS5 +   │     │  RAG (vector    │
│   APIs)     │     │  embeddings │     │  + FTS + LLM)   │
└─────────────┘     └─────────────┘     └─────────────────┘
      ↑                   ↑                      ↓
  ~/.devrecall/     ~/.devrecall/           standup,
    tokens/          devrecall.db          brag, chat,
                                           perf review

Module overview: CLAUDE.md. Architecture deep-dive: docs.devrecall.dev/architecture.

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.