Roampal Core: Persistent MCP for Claude Code and OpenCode

Roampal Core: Persistent MCP for Claude Code and OpenCode

Roampal Core is an outcome-based persistent MCP (Multi-Agent Conversation Protocol) server designed for developers working with Claude Code and OpenCode. This tool focuses on establishing a robust conversational framework that actively promotes beneficial advice and demotes detrimental suggestions within AI agent interactions. By leveraging a persistent MCP, Roampal Core ensures a consistent and evolving environment for your AI development workflows.

What it Does

Roampal Core functions as a central orchestrator for multi-agent conversations. It monitors the interactions between agents, specifically those utilizing Claude Code and OpenCode, and applies a reinforcement mechanism. This mechanism is designed to identify and amplify high-quality, constructive advice generated by the agents, while simultaneously suppressing or de-emphasizing poor or unhelpful suggestions. The persistence aspect means that the learned behaviors and reputation of agents are maintained across sessions, leading to more predictable and reliable outcomes over time.

Key Features

• Outcome-Based Reinforcement: Focuses on rewarding positive agent behaviors and penalizing negative ones based on predefined outcomes.
• Persistent MCP: Maintains agent reputation and conversational history across sessions for improved consistency.
• Claude Code & OpenCode Integration: Specifically tailored for environments utilizing these popular AI coding frameworks.
• Promotes Good Advice: Actively encourages and amplifies constructive and accurate suggestions from agents.
• Demotes Bad Advice: Reduces the influence and visibility of unhelpful or incorrect agent outputs.
• GitHub Source: Open-source and accessible for inspection and contribution.

Who it's For

Roampal Core is intended for AI developers, researchers, and engineers who are building and deploying multi-agent systems. It is particularly relevant for those working with large language models like Claude and employing coding frameworks such as Claude Code and OpenCode. If you are focused on improving the quality and reliability of advice generated by your AI agents, and require a persistent, outcome-driven conversational environment, Roampal Core is a valuable tool for your development stack.