```ruby title="Ruby" require 'json' require 'open3' Open3.popen3('kreuzberg', 'mcp') do |stdin, stdout, stderr, wait_thr| request = { method: 'tools/call', params: { name: 'extract_file', arguments: { path: 'document.pdf', async: true } } } stdin.puts JSON.generate(request) stdin.close_write response = stdout.gets result = JSON.parse(response) puts JSON.pretty_generate(result) end ```