Beads vs agentic-task-system

A drop-in memory upgrade for your coding agent

MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.

Agents

MCP Servers

6

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40

4