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

Details

Author
pavelpilyak
Categories
AI, Developer Tools, Other, Project Management

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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