{
  "markdown": "<div align=\"center\">\n  <a href=\"https://github.com/mixedbread-ai/skills\">\n    <img src=\"public/logo_mb.svg\" alt=\"Mixedbread Logo\" width=\"96\" height=\"96\" />\n  </a>\n  <h1>Mixedbread Skills</h1>\n  <p><em>All Mixedbread Skills you ever need.</em></p>\n</div>\n\nAgent skills for building search, RAG, document parsing, search-grounded completions, and agent harnesses with [Mixedbread](https://www.mixedbread.com). Compatible with Claude Code, Cursor, Codex, Gemini CLI, and [20+ other agents](https://skills.sh/).\n\n## Installation\n\nInstall all skills with one command (works with Claude Code, Cursor, Codex, Gemini CLI, and more):\n\n```bash\nnpx skills add mixedbread-ai/skills\n```\n\nOr install globally for all projects:\n\n```bash\nnpx skills add mixedbread-ai/skills -g\n```\n\nBrowse on the registry: [skills.sh/mixedbread-ai/skills](https://skills.sh/mixedbread-ai/skills)\n\n### Updating\n\nInstallations are snapshots of the skill source at installation time. To check for and install updates from the repository:\n\n```bash\nnpx skills check\nnpx skills update\n```\n\n### Platform-Specific Alternatives\n\n<details>\n<summary>Claude Code</summary>\n\n```bash\nclaude install-skill mixedbread-ai/skills mxbai-cli\nclaude install-skill mixedbread-ai/skills mixedbread-search\nclaude install-skill mixedbread-ai/skills mixedbread-parsing\nclaude install-skill mixedbread-ai/skills mixedbread-search-agent\nclaude install-skill mixedbread-ai/skills mixedbread-search-agent-harness\n```\n</details>\n\n<details>\n<summary>Cursor</summary>\n\nThis repo ships as a Cursor marketplace with five separately-installable plugins (`mxbai-cli`, `mixedbread-search`, `mixedbread-parsing`, `mixedbread-search-agent`, `mixedbread-search-agent-harness`). Install from the [Cursor marketplace](https://cursor.com/marketplace), or test locally by cloning into `~/.cursor/plugins/local`:\n\n```bash\ngit clone https://github.com/mixedbread-ai/skills ~/.cursor/plugins/local/mixedbread-skills\n```\n\nCursor reads `.cursor-plugin/marketplace.json` at the repo root.\n</details>\n\n<details>\n<summary>Codex</summary>\n\n```bash\ncp agents/AGENTS.md .agents/AGENTS.md\n```\n</details>\n\n<details>\n<summary>Gemini CLI</summary>\n\nReference the `gemini-extension.json` for extension configuration, or use the `.mcp.json` for MCP server integration.\n</details>\n\n## Available Skills\n\n| Skill | Description |\n|-------|-------------|\n| [`mxbai-cli`](skills/mxbai-cli/SKILL.md) | Manage stores, upload files, search, and sync using the `mxbai` CLI |\n| [`mixedbread-search`](skills/mixedbread-search/SKILL.md) | Create and search managed knowledge bases using the Stores API and SDKs |\n| [`mixedbread-parsing`](skills/mixedbread-parsing/SKILL.md) | Parse documents, extract structured content, and run OCR using the Parsing API |\n| [`mixedbread-search-agent`](skills/mixedbread-search-agent/SKILL.md) | Call Mixedbread's Toast-1 search model through the Chat Completions API |\n| [`mixedbread-search-agent-harness`](skills/mixedbread-search-agent-harness/SKILL.md) | Build the loop around Toast-1: rounds, parallelism, evidence handles, pruning |\n\nSee [SKILL_TREE.md](SKILL_TREE.md) for a navigable index of all skills.\n\n## Repository Structure\n\n```\nmixedbread-skills/\n├── .claude-plugin/          # Claude Code plugin config\n├── .cursor-plugin/          # Cursor plugin config\n├── .mcp.json                # MCP server config\n├── gemini-extension.json    # Gemini CLI extension\n├── agents/AGENTS.md         # Codex fallback\n├── CLAUDE.md                # Project conventions\n├── SKILL_TREE.md            # Navigable skill index\n├── README.md\n├── LICENSE\n└── skills/\n    ├── mxbai-cli/           # CLI tool usage\n    ├── mixedbread-search/   # Stores API & SDKs\n    ├── mixedbread-parsing/  # Parsing API & OCR\n    ├── mixedbread-search-agent/ # Chat Completions API, tool contracts & Stores wiring\n    └── mixedbread-search-agent-harness/ # Custom search-model harness design\n```\n\n## Links\n\n- [Documentation](https://www.mixedbread.com/docs)\n- [API Reference](https://www.mixedbread.com/api-reference)\n- [CLI Guide](https://www.mixedbread.com/cli)\n- [Platform (API Keys)](https://platform.mixedbread.com)\n- [GitHub](https://github.com/mixedbread-ai)\n\n## License\n\nApache-2.0 — see [LICENSE](LICENSE).\n",
  "bytes": 4219,
  "sha": "b9eca895a91a8aeb199abba69d5fc3ca08a4e835b10260c4afc1710dd820fd19",
  "repo_slug": "mixedbread-ai/skills",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/plg_mixedbread_ai_skills_a692a27f/readme"
}