agentpipe

AgentPipe is a CLI and TUI application that enables multiple AI agents to communicate in shared conversation rooms using a standardized interaction pattern. It supports 14+ AI agents including Claude, Cursor, Gemini, Qwen, Ollama, and OpenRouter, allowing teams to automate complex workflows through orchestrated multi-agent conversations. The tool offers three conversation modes—round-robin, reactive, and free-form—with real-time metrics, token tracking, and cost analysis. Built-in features include Prometheus metrics for observability, conversation export (JSON, Markdown, HTML), rate limiting, retry logic, and Docker support. Operations and development teams benefit from automated task execution, interactive participation in agent conversations, and comprehensive logging through the enhanced TUI interface with agent status indicators and cost analytics.

[{"step":"Install AgentPipe and required CLI tools (e.g., `pip install agentpipe`, ensure Claude Code, Qwen, or other tools are installed).","action":"Run `agentpipe init` to set up a new room and configure the agents."},{"step":"Define the workflow in the AgentPipe room configuration file (e.g., `agentpipe_config.yaml`). Specify the agents, their roles, and the sequence of tasks.","action":"Use the prompt template to generate the configuration. Example: `agentpipe_config.yaml` includes `agents: [claude_code, qwen]` and `workflow: [refactor_code, validate_quality, generate_tests]`."},{"step":"Start the pipeline with `agentpipe run --config agentpipe_config.yaml`.","action":"Monitor the room’s output in the terminal or AgentPipe’s dashboard for real-time progress."},{"step":"Review the final output and validation report.","action":"Address any errors or bottlenecks flagged by the agents. For example, if Agent B flags missing tests, use Agent A to generate them automatically."},{"step":"Integrate the results into your workflow (e.g., commit the code, trigger CI/CD, or notify stakeholders).","action":"Use the `agentpipe export` command to save the output to a file or repository."}]