Local-first developer activity aggregator that indexes commits, PRs, tickets, docs, and calendar events into searchable SQLite database with on-device embeddings for Claude, Cursor, and Code editors.
DevRecall is an MCP (Model Context Protocol) server that aggregates and indexes developer activity from multiple sources including Git commits, pull requests, Jira/Linear tickets, Confluence documentation, Slack threads, and calendar events. It creates a unified, searchable knowledge base stored locally on your machine using SQLite with full-text search (FTS5) capabilities and on-device ONNX embeddings for semantic search.
Install the MCP server from the GitHub repository, configure connections to your development tools (Git, Jira, Linear, Confluence, Slack), and integrate it with Claude, Cursor, or other Code editors through MCP protocol. The tool runs entirely local-first, keeping all your developer data private on your device.
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