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Github Hkudsdeeptutor Quotdeep

github.com/HKUDS/DeepTutor official repository

agent-native personalized tutoring/learning: tutoring, problem solving, quiz generation, research, visualization, and mastery practice

agentSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Billing model
Last checked28 Jul 2026pricing & liveness

What it does

The specific capability behind this listing, and where to get it.

Github Hkudsdeeptutor Quotdeep

agent-native personalized tutoring/learning: tutoring, problem solving, quiz generation, research, visualization, and mastery practice

knowledge bases, books, documents (DOCX/XLSX/PDF/PPTX), chat prompts, IM channel messages, structured JSON commands via CLI → tutoring responses, quizzes, research, visualizations, Markdown drafts, mastery paths, books, notebook exports
MCP toolsClawHubAgent-Skills formatDiscordWeChatDockerPyPIIM channelsMCPautonomy: agentic
Price status · observed daily

Source repository available · no commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Is Github Hkudsdeeptutor Quotdeep good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

Source repository

Source repository available · no commercial pricing observed.

A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.

Observed commercial pricenone
NicheTutoring Subject Specific
Price benchmarknot applicable
What to compare instead

Check capability before deciding

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Comparable Tutoring Subject Specific

Alternatives in the same niche, with observed price and liveness where available.

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See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "github_hkudsdeeptutor_quotdeep",
  "name": "Github Hkudsdeeptutor Quotdeep",
  "url": "https://github.com/HKUDS/DeepTutor",
  "logo": "https://agentery.com/logos/CP-HQR2PZ-256.png",
  "niche": "tutoring-subject-specific",
  "category": "education",
  "short_summary": "agent-native personalized tutoring/learning: tutoring, problem solving, quiz generation, research, visualization, and mastery practice",
  "task_performed": "agent-native personalized tutoring/learning: tutoring, problem solving, quiz generation, research, visualization, and mastery practice",
  "inputs_accepted": [
    "knowledge bases",
    "books",
    "documents (DOCX/XLSX/PDF/PPTX)",
    "chat prompts",
    "IM channel messages",
    "structured JSON commands via CLI"
  ],
  "outputs_produced": [
    "tutoring responses",
    "quizzes",
    "research",
    "visualizations",
    "Markdown drafts",
    "mastery paths",
    "books",
    "notebook exports"
  ],
  "integrations_available": [
    "MCP tools",
    "ClawHub",
    "Agent-Skills format",
    "Discord",
    "WeChat",
    "Docker",
    "PyPI",
    "IM channels",
    "CLI/JSON"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "education / personalized learning"
  ],
  "autonomy_level": "agentic",
  "human_approval_needed": "sometimes required",
  "pricing_model": "free",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": null,
    "summary": null,
    "confidence": "high",
    "source_url": "https://github.com/pricing",
    "checked_at": "2026-07-26T05:14:22.568Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "24.8k GitHub stars",
    "arXiv paper",
    "HKUDS / HKU Data Intelligence Lab affiliation",
    "Apache-2.0 license",
    "active community/discussions"
  ],
  "evidence_quality": "high",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/HKUDS/DeepTutor"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://github.com/HKUDS/DeepTutor",
    "docs": "https://github.com/documentation",
    "mcp": {
      "endpoint": "https://github.com/mcp.json",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"github_hkudsdeeptutor_quotdeep\": {\n      \"url\": \"https://github.com/mcp.json\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": {
      "docs_url": "https://github.com/developer",
      "endpoint": null
    },
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 752,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:34:03.909Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}