{
  "markdown": "<!-- mcp-name: io.github.sophiacave/apple-fm-mcp -->\n# Apple Foundation Models MCP Server\n\nExpose Apple's on-device 3B parameter LLM to Claude Code and Claude Desktop via MCP. Zero API cost, fully private, runs on Neural Engine.\n\n## Requirements\n\n- macOS 26+ (Tahoe or later)\n- Apple Silicon (M1/M2/M3/M4)\n- Apple Intelligence enabled in System Settings\n- Python 3.10+\n\n## Install\n\n```bash\npip install apple-fm-mcp\n```\n\n## Configure\n\nAdd to your Claude Code config (`~/.claude/mcp.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"apple-fm\": {\n      \"command\": \"apple-fm-mcp\"\n    }\n  }\n}\n```\n\nOr Claude Desktop (`~/Library/Application Support/Claude/claude_desktop_config.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"apple-fm\": {\n      \"command\": \"apple-fm-mcp\"\n    }\n  }\n}\n```\n\n## Tools\n\n| Tool | Description | Latency |\n|------|-------------|---------|\n| `fm_generate` | Free-form text generation | ~1s |\n| `fm_summarize` | Summarize text into bullet points | ~4s |\n| `fm_classify` | Classify text into categories | ~2s |\n| `fm_extract` | Extract structured data from text | ~3s |\n| `fm_status` | Check model availability | instant |\n\n## Why Use This?\n\n- **Free**: No API keys, no tokens, no cloud costs\n- **Private**: All inference on-device, no data leaves your Mac\n- **Fast**: Neural Engine optimized, ~1s for generation\n- **Complementary**: Use alongside Claude for tasks where on-device speed matters\n\n## When to Use Apple FM vs Claude\n\n| Task | Use Apple FM | Use Claude |\n|------|-------------|-----------|\n| Quick classification | Yes | Overkill |\n| Text summarization | Yes (short text) | Yes (long documents) |\n| Code generation | No | Yes |\n| Complex reasoning | No | Yes |\n| Data extraction | Yes (simple) | Yes (complex) |\n| Privacy-critical | Yes | Depends |\n\n## Built by [Like One](https://likeone.ai)\n\nAI education from a 501(c)(3) nonprofit. 50+ free courses on Claude, MCP, agents, and AI architecture.\n\n## License\n\nMIT\n",
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  "sha": "3935d560faefdcd4e33681509e2fb0ae5f7c01d328d010a846e0ea68dc44271c",
  "repo_slug": "sophiacave/apple-fm-mcp",
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  "api": "https://agentalog.com/api/listings/mcp_io_github_sophiacave_apple_fm_mcp_6b77086f/readme"
}