@QingQ77: Share memory and task states across multiple AI coding agents, run a single Go binary with local SQLite, and combine keyword and semantic search. https://github.com/mathomhaus/guild… Guild is a single-binary Go MCP server, …

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open-source ai-agents mcp-server memory-sharing go

Summary

Guild is a single-binary MCP server built with Go, enabling multiple AI coding agents to share memory, task states, and local SQLite storage, while combining keyword and semantic search capabilities.

Share memory and task states across multiple AI coding agents, run a single Go binary with local SQLite, and combine keyword and semantic search. https://github.com/mathomhaus/guild… Guild is a single-binary Go MCP server that stores data in SQLite, all locally. Its search functionality blends BM25 and vector retrieval, capturing both exact matches and semantically similar results. It features four core components: Quest, which represents atomic, claimable tasks that automatically unlock downstream dependencies upon completion; Lore, a knowledge archive that automatically expires based on type; Oath, principles that are loaded in every session; and Brief, handover notes for the next agent.
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Cached at: 05/11/26, 06:38 AM

Same state, any agent

Atomic claims, no collisions

State outlives every session

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