mendixlabs

Orchestrate MCP Agents — Development skill for Claude Code

Development community

Orchestrate Multiple Agents Editing One Live Studio Pro (MCP backend).

How to install Orchestrate MCP Agents

Installs to ~/.claude/skills/mendixlabs-mxcli-orchestrate-mcp-agents/SKILL.md

Terminal

mkdir -p ~/.claude/skills/mendixlabs-mxcli-orchestrate-mcp-agents && curl -fsSL https://raw.githubusercontent.com/mendixlabs/mxcli/HEAD/.claude/skills/orchestrate-mcp-agents.md -o ~/.claude/skills/mendixlabs-mxcli-orchestrate-mcp-agents/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Orchestrate MCP Agents does

Orchestrate Multiple Agents Editing One Live Studio Pro (MCP backend)

This skill is the procedure for coordinating several agents that concurrently change one Mendix model through a single Studio Pro MCP ("PED") server (the `mxcli --mcp` backend). It exists because the server multiplexes clients but backs onto **one in-memory model** — so safety comes from *how you partition the work*, not from any locking the server provides.

Background and rationale: [`docs/11-proposals/PROPOSAL_mcp_backen

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