{
 "voice": "One card of the book.",
 "agent": {
  "slug": "rag-books-mcp-v2-esl-islp-fes-pdsh-r4ds",
  "name": "RAG Books MCP v2 (ESL+ISLP+FES+PDSH+R4DS)",
  "specialty": null,
  "description": "MCP v2 RAG sobre 5 libros (uso académico).. Hugging Face Space by gusdelact, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-03T01:11:07.375Z",
  "card": "/agent/rag-books-mcp-v2-esl-islp-fes-pdsh-r4ds",
  "url": "https://allagents.app/agent/rag-books-mcp-v2-esl-islp-fes-pdsh-r4ds",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://gusdelact-rag-books-mcp-v2.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/gusdelact/rag-books-mcp-v2"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "mcp-server-track",
   "rag",
   "statistical-learning",
   "chromadb",
   "educational"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/gusdelact/rag-books-mcp-v2",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-03",
   "total": 4,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "rag_books_mcp_v2_search_theory",
     "description": "Busca fragmentos relevantes en los libros ESL, ISLP, FES, PDSH y R4DS usando búsqueda semántica. Returns: str: Fragmentos relevantes con metadata (libro…"
    },
    {
     "name": "rag_books_mcp_v2_cite_foundation",
     "description": "Devuelve la fundamentación teórica para un tema citando los libros (ESL + ISLP + FES + PDSH + R4DS). Returns: str: Fundamentación teórica con citas…"
    },
    {
     "name": "rag_books_mcp_v2_get_section",
     "description": "Recupera una sección específica de un libro por referencia exacta. Returns: str: Contenido de la sección con metadata."
    },
    {
     "name": "rag_books_mcp_v2_list_available_topics",
     "description": "Lista los capítulos y temas indexados en la base de conocimiento. Returns: str: Lista organizada de capítulos por libro con sus secciones principales."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://gusdelact-rag-books-mcp-v2.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-03T06:51:01.209Z",
   "http": null,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-03T06:51:01.209Z",
     "since": "2026-11-03T06:51:01.209Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-03T06:51:01.209Z",
    "since": "2026-11-03T06:51:01.209Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": null,
   "checked": "2026-11-03T06:51:01.209Z",
   "proof": "badge",
   "verified_as": "mcp",
   "last_answer_at": "2026-11-03T06:51:01.209Z",
   "last_ms": null,
   "checked_at": "2026-11-03T06:07:00.045Z"
  }
 }
}