Rowboat: Open-Source AI Coworker with Knowledge Graph Memory

Rowboat is an open-source AI coworker tool designed to turn your work into a continuously updated knowledge graph. It stores data locally on your machine as editable Markdown files, emulating an Obsidian-style knowledge management system. This tool is especially designed to automate the extraction of context from various sources like Gmail and meeting notes, linking them through backlinks, and updating them as new information comes in.
Key Features
- Living Context Graph: Rowboat captures and organizes information such as decisions, commitments, and deadlines from sources like Gmail, Granola, and Fireflies into a local, living knowledge graph.
- Local AI Assistant: It incorporates local shell access and Model Context Protocol (MCP) support which allows it to use your existing context. For example, generating briefs or creating voice memos using services like ElevenLabs.
- Markdown-Based Storage: Information is stored in plain Markdown files with backlinks, fully editable, allowing users to maintain or modify the data manually.
- Integrations: Rowboat connects with external tools and services like search engines, databases, CRMs, and other automations for expanded functionality.
- Background Automation: Users can automate routine tasks, such as drafting email replies or project updates, based on the context accumulated in the knowledge graph.
- Customizable Model: The tool supports different AI model setups, including local models via Ollama or LM Studio, and hosted models with a provided API key.
This system is particularly beneficial for users who need a tool capable of managing and utilizing dense, context-rich data efficiently without losing time or insights due to slow and lossy traditional search methods.
📖 Read the full source: HN AI Agents
👀 See Also

Open-source CLI tool sdf uses Claude to manage stacked GitHub PRs
sdf is a free, MIT-licensed CLI tool that automates stacked pull request workflows using git and gh, with Claude CLI handling complex tasks like diff analysis and conflict resolution.

Claude Agent Teams UI: Desktop App for Visualizing Claude Code Agent Workflows
A developer built a free, open-source desktop app that adds a visual layer to Claude Code's experimental Agent Teams feature. The app provides a real-time kanban board where tasks move automatically as agents work, plus cross-team communication, built-in review workflows, and per-task code review.

CostHawk Launches Public Leaderboard for Claude Code, Codex, and Cursor Token Consumption
CostHawk’s leaderboard ranks public users of Claude Code, OpenAI Codex, and Cursor by total token consumption, tracking counts, models, and sync timestamps without storing prompts or code.

OpenClaw as Infrastructure-as-Code Interface for Home Lab Management
OpenClaw transforms from AI gadget to primary computer interface for home lab management, executing tasks like configuring Traefik containers, creating Dashy configurations, and setting up Tailscale access with direct machine access.