Thoughtbox is a Docker-based MCP server that enables AI agents to collaborate through shared workspaces, recording their reasoning in a persistent ledger for analysis and visualization.
From the registry: Extended reasoning with structured processes, persistence, and workflow guidance

$ git clone https://github.com/Kastalien-Research/thoughtbox.git && cd thoughtbox && docker compose up --buildhttps://www.docker.com/Please install the `thoughtbox` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Docker and Docker Compose** — Required to run the containerized MCP server Run: `git clone https://github.com/Kastalien-Research/thoughtbox.git && cd thoughtbox && docker compose up --build` (https://www.docker.com/)
Canonical MCP server config (HTTP transport):
- url: `http://localhost:1731/mcp`
Note: Multi-agent collaborative reasoning MCP with Docker. 2 MCP tools (thoughtbox_search, thoughtbox_execute). Observatory UI at localhost:1729. All data stays local at ~/.thoughtbox/.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.SUPABASE_URLrequiredSupabase project URL (required for `supabase` storage)SUPABASE_SERVICE_ROLE_KEYrequiredSupabase service role key (required for `supabase` storage)AI Agents Framework with Self Reflection and MCP support