{"id":44046213,"url":"https://github.com/kmcallorum/multi-agent-cli","last_synced_at":"2026-02-07T22:10:06.354Z","repository":{"id":332158172,"uuid":"1132896904","full_name":"kmcallorum/multi-agent-cli","owner":"kmcallorum","description":"CLI tool for orchestrating pytest-agents in parallel or sequence with Prometheus metrics and Rich output","archived":false,"fork":false,"pushed_at":"2026-01-31T16:33:58.000Z","size":83,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-01T04:35:02.407Z","etag":null,"topics":["agents","automation","cli","click","devops","orchestration","prometheus","pytest","python","rich"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kmcallorum.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-01-12T15:47:43.000Z","updated_at":"2026-01-31T16:33:58.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/kmcallorum/multi-agent-cli","commit_stats":null,"previous_names":["kmcallorum/multi-agent-cli"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/kmcallorum/multi-agent-cli","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kmcallorum%2Fmulti-agent-cli","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kmcallorum%2Fmulti-agent-cli/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kmcallorum%2Fmulti-agent-cli/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kmcallorum%2Fmulti-agent-cli/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kmcallorum","download_url":"https://codeload.github.com/kmcallorum/multi-agent-cli/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kmcallorum%2Fmulti-agent-cli/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29210022,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-07T21:35:21.898Z","status":"ssl_error","status_checked_at":"2026-02-07T21:35:20.106Z","response_time":63,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agents","automation","cli","click","devops","orchestration","prometheus","pytest","python","rich"],"created_at":"2026-02-07T22:10:05.531Z","updated_at":"2026-02-07T22:10:06.349Z","avatar_url":"https://github.com/kmcallorum.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# multi-agent-cli\n\n[![PyPI](https://img.shields.io/pypi/v/multi-agent-cli.svg)](https://pypi.org/project/multi-agent-cli/)\n[![CI](https://github.com/kmcallorum/multi-agent-cli/actions/workflows/ci.yml/badge.svg)](https://github.com/kmcallorum/multi-agent-cli/actions/workflows/ci.yml)\n[![codecov](https://codecov.io/gh/kmcallorum/multi-agent-cli/graph/badge.svg)](https://codecov.io/gh/kmcallorum/multi-agent-cli)\n[![Snyk](https://snyk.io/test/github/kmcallorum/multi-agent-cli/badge.svg)](https://snyk.io/test/github/kmcallorum/multi-agent-cli)\n[![pytest-agents](https://img.shields.io/badge/tested%20with-pytest--agents-blue)](https://github.com/kmcallorum/pytest-agents)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nCommand-line tool for orchestrating multiple AI agents in parallel or sequence. Think \"kubectl for AI agents.\"\n\n## Features\n\n- **Single Agent Execution**: Run one agent with specific action and parameters\n- **Parallel Orchestration**: Run multiple agents simultaneously with rate limiting\n- **Sequential Workflows**: Chain agent operations with data flow between steps\n- **Rich Terminal Output**: Beautiful progress bars, tables, and status indicators\n- **Prometheus Metrics**: Production-ready observability and monitoring\n- **100% Test Coverage**: Thoroughly tested and reliable\n\n## Quick Start\n\n```bash\n# Install\npip install multi-agent-cli\n\n# Initialize configuration\nmulti-agent-cli init\n\n# Run single agent\nmulti-agent-cli run pm track_tasks --path ./src\n\n# Run parallel analysis\nmulti-agent-cli parallel --agents pm,research,index --path ./src\n\n# Execute workflow\nmulti-agent-cli workflow code-review.yaml\n```\n\n## Installation\n\n```bash\n# From PyPI\npip install multi-agent-cli\n\n# From source\ngit clone https://github.com/kmcallorum/multi-agent-cli.git\ncd multi-agent-cli\npip install -e \".[dev]\"\n```\n\n### Requirements\n\n- Python 3.11+\n- pytest-agents 1.0.0+\n\n## Usage\n\n### Running a Single Agent\n\n```bash\n# Basic usage\nmulti-agent-cli run AGENT ACTION [OPTIONS]\n\n# Examples\nmulti-agent-cli run pm track_tasks --path ./src\nmulti-agent-cli run research analyze_document --path README.md\nmulti-agent-cli run index index_repository --path ./src\n\n# With JSON parameters\nmulti-agent-cli run pm track_tasks --params '{\"include_done\": true}'\n\n# Save output to file\nmulti-agent-cli run pm track_tasks --output results.json\n```\n\n### Parallel Execution\n\n```bash\n# Run multiple agents in parallel\nmulti-agent-cli parallel --agents pm,research,index --path ./src\n\n# Limit parallel workers\nmulti-agent-cli parallel --agents pm,research,index --max-workers 2\n\n# Save aggregated results\nmulti-agent-cli parallel --agents pm,research --output parallel_results.json\n```\n\n### Workflow Execution\n\n```bash\n# Run a workflow file\nmulti-agent-cli workflow code-review.yaml\n\n# Strict mode (fail on first error)\nmulti-agent-cli workflow compliance-check.yaml --strict\n\n# Continue on errors\nmulti-agent-cli workflow analysis.yaml --continue-on-error\n```\n\n### Configuration Management\n\n```bash\n# Show current configuration\nmulti-agent-cli config show\n\n# Validate configuration file\nmulti-agent-cli config validate agents.yaml\n\n# Initialize with example workflows\nmulti-agent-cli config init --example-workflows\n```\n\n### Metrics Server\n\n```bash\n# Start Prometheus metrics server\nmulti-agent-cli metrics --port 9090\n\n# Access metrics at http://localhost:9090/metrics\n```\n\n## Configuration\n\n### agents.yaml\n\n```yaml\nagents:\n  pm:\n    enabled: true\n    path: \"./pm/dist/index.js\"\n    timeout: 60\n\n  research:\n    enabled: true\n    path: \"./research/dist/index.js\"\n    timeout: 90\n\n  index:\n    enabled: true\n    path: \"./index/dist/index.js\"\n    timeout: 120\n\nsettings:\n  max_parallel_workers: 3\n  default_timeout: 60\n  metrics_enabled: true\n  metrics_port: 9090\n\noutput:\n  format: \"rich\"\n  verbose: false\n  save_results: true\n  results_dir: \"./results\"\n```\n\n### Workflow Definition\n\n```yaml\nname: \"Code Quality Analysis\"\ndescription: \"Comprehensive code quality check\"\n\nsteps:\n  - name: \"Track Technical Debt\"\n    agent: pm\n    action: track_tasks\n    params:\n      path: \"./src\"\n    on_error: continue\n\n  - name: \"Analyze Documentation\"\n    agent: research\n    action: analyze_document\n    params:\n      path: \"./README.md\"\n    on_error: fail\n\n  - name: \"Index Codebase\"\n    agent: index\n    action: index_repository\n    params:\n      path: \"./src\"\n    depends_on:\n      - \"Track Technical Debt\"\n\nquality_gates:\n  max_fixmes: 5\n  min_documentation_score: 0.8\n  max_dead_code_percent: 5\n```\n\n## Output Formats\n\n```bash\n# Rich terminal output (default)\nmulti-agent-cli run pm track_tasks\n\n# JSON output\nmulti-agent-cli --format json run pm track_tasks\n\n# Table output\nmulti-agent-cli --format table run pm track_tasks\n```\n\n## Docker\n\n```bash\n# Build image\ndocker build -t multi-agent-cli .\n\n# Run single agent\ndocker run -v $(pwd)/src:/workspace/src multi-agent-cli run pm track_tasks\n\n# Run with docker-compose\ndocker-compose up multi-agent-cli\n```\n\n## Development\n\n```bash\n# Clone repository\ngit clone https://github.com/kmcallorum/multi-agent-cli.git\ncd multi-agent-cli\n\n# Install dev dependencies\npip install -e \".[dev]\"\n\n# Run tests\npytest\n\n# Run with coverage\npytest --cov=src/multi_agent_cli --cov-report=term-missing\n\n# Lint\nruff check src tests\nruff format src tests\n\n# Type check\nmypy src\n```\n\n## Metrics\n\nThe CLI exposes Prometheus metrics when using the `metrics` command:\n\n- `agent_invocations_total` - Total agent invocations by agent/action\n- `agent_invocations_success_total` - Successful invocations\n- `agent_invocations_error_total` - Failed invocations\n- `agent_duration_seconds` - Execution duration histogram\n- `workflows_executed_total` - Total workflows executed\n- `workflows_success_total` - Successful workflows\n- `parallel_executions_total` - Total parallel executions\n- `cli_commands_total` - CLI commands executed\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.\n\n## Security\n\nSee [SECURITY.md](SECURITY.md) for security policy and reporting vulnerabilities.\n\n## License\n\nMIT License - see [LICENSE](LICENSE) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkmcallorum%2Fmulti-agent-cli","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkmcallorum%2Fmulti-agent-cli","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkmcallorum%2Fmulti-agent-cli/lists"}