The Agent Guild
A local-first, single-binary MCP server that gives multiple AI coding agents a shared task board, memory and context, so agents in different editors can claim work with atomic locks and hand off cleanly.
The Agent Guild is a single compiled Go binary containing an MCP server backed by embedded SQLite, giving multiple AI coding agents shared context, memory and task coordination. All state stays on the local machine.
Search blends BM25 keyword matching with vector similarity, fused by reciprocal rank fusion, so a query like "how did we do this last time" surfaces both exact-term and semantic matches. Any MCP client, such as Claude Code, Codex or Cursor, can connect as a gate into the shared state, letting parallel agents across different editors share context safely, using atomic locks to claim a task without colliding with another agent.
On session start, an agent retrieves the project's standing instructions, the last agent's handoff notes and the highest-priority task in one call, then works autonomously: it claims a task, consults prior context, acts, and records the outcome, automatically unblocking dependent tasks and leaving a clean handoff for the next agent.