devrecall

by pavelpilyak

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About

Local-first developer activity aggregator — Git, PRs, Jira, Confluence, Slack, Calendar — exposed as an MCP server so coding agents can search and cite past work

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Setup

Install devrecall in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/pavelpilyak/devrecall

Follow the installation instructions in the repository README, then restart your MCP client.

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 anMCP 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 Februaryreturns cited commits, PRs, and tickets inline.

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

- 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.

brew install --cask pavelpilyak/devrecall/devrecall

InstallsDevRecall.appand puts thedevrecallCLI on yourPATH.

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 atdocs.devrecall.dev/install.

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

Build tags:fts5enables SQLite full-text search;GOenables hugot's pure Go ONNX backend for embeddings.

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

Bug reports and collector contributions are especially welcome. SeeCONTRIBUTING.md.

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