{"id":45170896,"url":"https://github.com/npow/metaflow-mcp-server","last_synced_at":"2026-05-01T06:02:17.702Z","repository":{"id":339533126,"uuid":"1162337524","full_name":"npow/metaflow-mcp-server","owner":"npow","description":"MCP server for Metaflow -- give your AI coding agent superpowers over your ML workflows","archived":false,"fork":false,"pushed_at":"2026-02-20T06:55:47.000Z","size":4821,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-20T10:24:34.326Z","etag":null,"topics":["ai-agents","claude-code","developer-tools","llm-tools","mcp","mcp-server","metaflow","ml-workflows","mlops","model-context-protocol"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/npow.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-02-20T06:14:34.000Z","updated_at":"2026-02-20T06:55:51.000Z","dependencies_parsed_at":"2026-02-20T10:24:37.619Z","dependency_job_id":null,"html_url":"https://github.com/npow/metaflow-mcp-server","commit_stats":null,"previous_names":["npow/metaflow-mcp-server"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/npow/metaflow-mcp-server","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npow%2Fmetaflow-mcp-server","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npow%2Fmetaflow-mcp-server/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npow%2Fmetaflow-mcp-server/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npow%2Fmetaflow-mcp-server/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/npow","download_url":"https://codeload.github.com/npow/metaflow-mcp-server/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npow%2Fmetaflow-mcp-server/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29876329,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-26T22:37:10.609Z","status":"ssl_error","status_checked_at":"2026-02-26T22:37:09.019Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":["ai-agents","claude-code","developer-tools","llm-tools","mcp","mcp-server","metaflow","ml-workflows","mlops","model-context-protocol"],"created_at":"2026-02-20T08:04:58.511Z","updated_at":"2026-04-02T20:51:47.030Z","avatar_url":"https://github.com/npow.png","language":"Python","funding_links":[],"categories":["Developer Tooling"],"sub_categories":[],"readme":"# Metaflow MCP Server\n\n[![CI](https://github.com/npow/metaflow-mcp-server/actions/workflows/ci.yml/badge.svg)](https://github.com/npow/metaflow-mcp-server/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/metaflow-mcp-server?v=2)](https://pypi.org/project/metaflow-mcp-server/)\n[![Python](https://img.shields.io/pypi/pyversions/metaflow-mcp-server?v=2)](https://pypi.org/project/metaflow-mcp-server/)\n[![License](https://img.shields.io/github/license/npow/metaflow-mcp-server?v=2)](LICENSE)\n[![MCP](https://img.shields.io/badge/MCP-compatible-blue)](https://modelcontextprotocol.io/) [![Docs](https://img.shields.io/badge/docs-mintlify-18a34a?style=flat-square)](https://mintlify.com/npow/metaflow-mcp-server)\n\nGive your coding agent superpowers over your Metaflow workflows. Instead of writing throwaway scripts to check run status or dig through logs, just ask -- your agent will figure out the rest.\n\nWorks with any Metaflow backend: local, S3, Azure, GCS, or Netflix internal.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"demo/demo.gif\" alt=\"demo\" width=\"800\"\u003e\n\u003c/p\u003e\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `get_config` | What backend am I connected to? (also returns your default namespace) |\n| `list_flows` | What flows exist in a namespace? |\n| `search_runs` | Find recent runs of any flow |\n| `get_run` | Step-by-step breakdown of a run |\n| `get_task_logs` | Pull stdout/stderr from a task |\n| `list_artifacts` | What did this step produce? |\n| `get_artifact` | Grab an artifact's value |\n| `get_latest_failure` | What broke and why? |\n| `search_artifacts` | Which runs produced a named artifact? |\n\n## Quickstart\n\n```bash\npip install metaflow-mcp-server\nclaude mcp add --scope user metaflow -- metaflow-mcp-server\n```\n\nThat's it. Restart Claude Code and start asking questions about your flows.\n\n**To upgrade:**\n\n```bash\npip install --upgrade metaflow-mcp-server\n```\n\nThen restart Claude Code (or reconnect via `/mcp`) to pick up the new version.\n\nIf Metaflow lives in a specific venv, point to it:\n\n```bash\nclaude mcp add --scope user metaflow -- /path/to/venv/bin/metaflow-mcp-server\n```\n\nFor other MCP clients, the server speaks stdio: `metaflow-mcp-server`\n\n## How it works\n\nWraps the Metaflow client API. Whatever backend your Metaflow is pointed at, the server uses too -- no separate config needed. Sets `namespace(None)` at startup so production runs (Argo, Step Functions, Maestro) are visible alongside your dev runs.\n\nStarts once per session, communicates over stdin/stdout. No daemon, no port.\n\n## License\n\nApache-2.0\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpow%2Fmetaflow-mcp-server","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnpow%2Fmetaflow-mcp-server","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpow%2Fmetaflow-mcp-server/lists"}