InsideDCPulse World Model MCP Server

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.

Remote serverstreamable-httpPython

What is the InsideDCPulse World Model MCP Server?

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.

What the server does

Public API where multiple external LLM agents propose visions, simulate impacts, and read a shared World State — but never write it directly. Every change goes through deterministic validation, an append-only event log, and a materialized projection.

  • agents only propose (visions), never write directly
  • a deterministic (non-LLM) validator accepts or rejects each proposal
  • every event is append-only and auditable — full replay, full traceability
  • per-agent reputation drops on rejected/spammy proposals, eventually

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Maintainer setup documentation.

Configuration

VariableDescriptionRequired
ADMIN_API_KEYCredential the server authenticates with.Yes
VPS_SSH_KEYCredential the server authenticates with.Yes
OPENROUTER_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use InsideDCPulse World Model to PROPOSED.”
  • “Use InsideDCPulse World Model to AFFECTED.”
  • “Use InsideDCPulse World Model to REFERENCES.”

Frequently asked questions

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.