{
 "schema_version": 1,
 "generated": "2026-10-31",
 "id": "oumi-ai-oumi--drive-oumi-from-claude-or-cursor",
 "repo": "oumi-ai/oumi",
 "repo_url": "https://github.com/oumi-ai/oumi",
 "repo_slug": "oumi-ai-oumi",
 "title": "Drive Oumi from Claude or Cursor",
 "page_title": "How to drive Oumi from Claude or Cursor with Oumi",
 "summary": "Use the oumi-mcp MCP server so your coding agent can run Oumi training, evaluation and inference.",
 "who": "A developer who would rather describe a fine-tuning experiment to an agent than hand-edit YAML.",
 "problem": "Training configs have many fields and the CLI has many commands, which slows down experimenting.",
 "outcome": "An agent that can call Oumi through MCP to set up and run experiments for you.",
 "steps": [
  "Install Oumi with `uv pip install oumi`",
  "Set up the oumi-mcp MCP server for Claude or Cursor, following the Oumi docs",
  "Ask the agent to pick a recipe and adapt it to your dataset",
  "Review the config it writes before letting it start a training run",
  "Use `oumi deploy` later if you want a dedicated inference endpoint on Fireworks or Parasail"
 ],
 "agent_prompt": "Set up the oumi-ai/oumi oumi-mcp MCP server in <Claude or Cursor>. Then pick a recipe for fine-tuning <model> on <dataset>, write the config, and show it to me before running anything.",
 "agents": [
  "claude-code",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The README mentions oumi-mcp but leaves setup to the docs.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Python with uv or pip, or Docker",
  "A GPU for real training runs (install the gpu extra)",
  "Optional: cloud accounts for remote jobs with oumi launch"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/oumi-ai-oumi/drive-oumi-from-claude-or-cursor/",
 "md": "https://dedupedai.com/use-cases/oumi-ai-oumi/drive-oumi-from-claude-or-cursor/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/oumi-ai-oumi--drive-oumi-from-claude-or-cursor.json",
 "api_version": "v1"
}