la-caja-mcp
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@la-caja-mcpInicia un debate sobre la estrategia de marketing para el Q3 con claims de los agentes A y B"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
la-caja-mcp
MCP system for accessing and debating La Caja (contextual memory). Repo B: consumer of La Caja (repo A). This repo does not touch the memory core; it communicates with it via API and exposes La Caja to agents.
What's Here
src/la_caja_mcp/protocolo.py— agent-agent-human debate protocol. Claims, interference requests, rounds with deadlines, human adjudication. Deterministic and replayable (event-sourcing, same discipline as La Caja).src/la_caja_mcp/mcp_server.py— MCP server: debate tools + memory tools for La Caja (repo A, consumed via API), a single set of tools and two transports (local stdio / remote streamable HTTP).tests/— mini-falsification of the state machine + integration with real MCP client via stdio (debate and memory).demo_debate.py— demo of debate that reaches consensus.smoke_http.py— smoke test of streamable HTTP transport.worker/— portable ASGI host (uvicorn + Dockerfile) for remote MCP.
Related MCP server: Arena MCP Server
MCP Server
One set of tools, two transports:
# local (stdio): lo lanza el agente como subproceso
la-caja-mcp --transport stdio
# remoto (streamable HTTP): unico standard para MCP sobre red
la-caja-mcp --transport streamable-http --host 127.0.0.1 --port 8000Debate: crear_sesion, mover (JSON payload), estado,
ultimos_eventos, reproducir_sesion.
Memory (requires pip install la-caja; repo A): procesar_consulta,
declarar_relacion, consultar, contexto_primado, stats.
Memory is persistent with --caja-db <path> (SQLite, event-sourcing
from La Caja) or LA_CAJA_DB; without these, purely in memory.
MCP Transports (Architecture Decision)
Local =
stdio(the agent launches the server as a subprocess).Remote = streamable HTTP (the only standard for remote MCP, + OAuth).
worker/is an example of a deployable host (VPS/Docker); no public hosted MCP.
Test
$env:PYTHONPATH="src"; python -m pytest tests -qMaintenance
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