thoughtbox
Active·★ 66·MIT·Updated 2026-07-15
Thoughtbox is a Docker-based MCP server for multi-agent collaborative reasoning with full audit trails. It coordinates agents through shared workspaces, records every step as a structured thought, and provides real-time observability via a built-in web UI. All data stays local.
#ai-agents#claude#claude-code#claudecode#mcp#mcp-servers#model-context-protocol#observability
01
Features
01Multi-agent collaboration with role-specific profiles and 27 operations
02Auditable reasoning graph with forward, backward, branching, revision, and critique patterns
03Real-time Observatory UI with live graph, branch navigation, and multi-session support
04Persistent knowledge graph with typed entities and relations
0515 structured mental models and interactive notebooks for literate programming
02
Compatibility
Claude Code
Claude Code
Verified via docs
VS Code (Cline)
VS Code (Cline)
Verified via docs
03
Quick start
1
$ git clone https://github.com/Kastalien-Research/thoughtbox.git
2
$ cd thoughtbox
3
$ docker compose up --build
04
Use cases
↳Multi-agent teams collaboratively solving complex problems with full traceability
↳System design and planning using backward reasoning from goals to initial state
↳Comparing alternatives via branching explorations and synthesizing results
05
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