pavelpilyak/devrecall
šļø š š š§ - Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into SQLite + FTS5 + on-device ONNX embeddings; exposes 15 tools, 3 resources, and 3 prompts so Claude Code, Cursor, and Codex can search and cite your past work. brew install --cask pavelpilyak/devrecall/devrecall
Quick Install
{
"mcpServers": {
"pavelpilyak-devrecall": {
"command": "npx",
"args": [
"-y",
"pavelpilyak-devrecall"
]
}
}
}Using an AI coding agent (Claude Code, Cursor, etc.)? Copy a ready-made prompt that tells it to fetch the setup instructions and install this server for you.
Documentation Overview
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 ā
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 ā the same memory, native UI |
 devrecall standup ā the day's report, written for you
|
 devrecall chat ā recall with cited commits & PRs
|
š docs.devrecall.dev ā 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 ā 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 # ā bin/devrecall
Requires Go 1.22+ with CGO enabled (for SQLite FTS5).
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.