Ragflow

{
  "agent_id": "ragflow",
  "name": "Ragflow",
  "url": "https://ragflow.io/",
  "logo": "https://agentery.com/logos/CP-8WMAK6.svg",
  "niche": "rag-pipeline-platform",
  "category": "developer-tools-infra",
  "short_summary": "Provides a RAG engine and agent orchestration platform that ingests/processes multi-format data, performs hybrid retrieval, and runs agentic workflows (e.g. in…",
  "task_performed": "Provides a RAG engine and agent orchestration platform that ingests/processes multi-format data, performs hybrid retrieval, and runs agentic workflows (e.g. investment research, legal precedent analysis, maintenance support)",
  "inputs_accepted": [
    "Multi-format data including documents",
    "images",
    "and various data sources",
    "user queries",
    "datasets"
  ],
  "outputs_produced": [
    "Structured reports",
    "analyses",
    "retrieval results",
    "execution instructions",
    "chat answers"
  ],
  "integrations_available": [
    "MCP",
    "HTTP",
    "Web search",
    "Models"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business (finance/equity research",
    "legal",
    "manufacturing)"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "Free tier, then from $29/mo",
    "summary": "Free tier, then from $29/mo. Freemium SaaS with a free tier ($0/month) and paid plans starting at $29/month, plus enterprise options available on request.",
    "confidence": "medium",
    "source_url": "https://ragflow.io/",
    "checked_at": "2026-07-28T04:26:31.308Z",
    "amount": 29,
    "display": "From $29/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0/month",
        "period": "month",
        "persona": "free",
        "highlights": [
          "5 Apps",
          "1 team member",
          "0.1 GB dataset storage",
          "500 credits/month",
          "API key not available"
        ]
      },
      {
        "name": "Starter",
        "price": "$29/month",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "50 Apps",
          "5 team members",
          "5 GB dataset storage",
          "5,000 credits/month",
          "API key available"
        ]
      },
      {
        "name": "Pro",
        "price": "$129/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Unlimited Apps",
          "20 team members",
          "50 GB dataset storage",
          "20,000 credits/month",
          "API key available",
          "Most popular"
        ]
      },
      {
        "name": "Enterprise",
        "price": "Contact us",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "BYOC deployment",
          "On-premises deployment",
          "Dedicated support",
          "Custom SLA"
        ]
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub 82.9k stars",
    "open-source"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "enterprise security page only",
  "evidence_urls": [
    "https://ragflow.io/",
    "https://github.com/infiniflow/ragflow"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://ragflow.io/",
    "docs": "https://github.com/documentation",
    "mcp": null,
    "a2a": null,
    "api": {
      "docs_url": "https://github.com/developer",
      "endpoint": null
    },
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 154,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:37:25.980Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": {
      "amount": 500,
      "unit": "credits",
      "per": "month",
      "raw": "500 credits/month",
      "plan": "Free"
    },
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}