Thoughtbox

Thoughtbox is a Docker-based MCP server designed for multi-agent collaborative reasoning with structured workflows and auditable, persistent memory. It exposes two MCP tools (search and execute) following a Code Mode pattern, enabling clients like Claude Code and others to discover, chain, and execute operations programmatically. Thoughtbox provides a shared workspace and workflow for agents to claim problems, propose and review solutions, and track consensus, storing a thorough, traceable reasoning ledger. With integrated observability (live UI, metrics, and tracing), real-time collaboration, knowledge graph, and interactive notebooks, it's ideal for advanced users seeking auditable group reasoning, AI/agent developers, and research teams needing robust agentic workflow orchestration.