Recursive Language Models over MCP - stateful Python REPL + programmatic sub-LLM recursion for long-context workflows. Implements arXiv:2512.24601 invariants for Claude Desktop/Code, Codex CLI, Gemini CLI.
Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Add to claude_desktop_config.json:
{
"mcpServers": {
"rlm-mcp-server": {
"command": "uvx",
"args": [
"rlm-mcp-server"
]
}
}
}
Run in terminal:
claude mcp add rlm-mcp-server uvx rlm-mcp-server
Add to .cursor/mcp.json:
{
"mcpServers": {
"rlm-mcp-server": {
"command": "uvx",
"args": [
"rlm-mcp-server"
]
}
}
}
Or install with pip: pip install rlm-mcp-server