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AR

AI Research Assistant

lit-review-assistant.streamlit.app official website

provides access to academic papers via Semantic Scholar and arXiv for AI-powered research, including search, citation analysis, and full-text PDF extraction

MCP server
Agentery price verdictNo pricing observed
Connection modelMCP serverMCP clients
Last checked28 Jul 2026pricing & liveness

What it does

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

AI Research Assistant

provides access to academic papers via Semantic Scholar and arXiv for AI-powered research, including search, citation analysis, and full-text PDF extraction

search queries for academic papers → academic paper search results, citation analysis, and extracted full-text PDFs
Semantic ScholararXivWileyMCPMCPautonomy: infrastructure
Price status · observed daily

No public commercial pricing observed.

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

MCP

Is AI Research Assistant good value?

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

No price benchmark

No public commercial pricing observed.

Agentery has not observed a public price for this provider. No price does not mean free.

Observed commercial pricenone
Hosting model
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

View the full niche →

Comparable Literature Review

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": "mcpsemanticscholar",
  "name": "AI Research Assistant",
  "url": "http://lit-review-assistant.streamlit.app",
  "logo": null,
  "niche": "literature-review",
  "category": "research-knowledge-work",
  "short_summary": "provides access to academic papers via Semantic Scholar and arXiv for AI-powered research, including search, citation analysis, and full-text PDF extraction",
  "task_performed": "provides access to academic papers via Semantic Scholar and arXiv for AI-powered research, including search, citation analysis, and full-text PDF extraction",
  "inputs_accepted": [
    "search queries for academic papers"
  ],
  "outputs_produced": [
    "academic paper search results",
    "citation analysis",
    "and extracted full-text PDFs"
  ],
  "integrations_available": [
    "Semantic Scholar",
    "arXiv",
    "Wiley",
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "academic research"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "http://lit-review-assistant.streamlit.app/",
    "checked_at": "2026-07-26T11:02:47.136Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "low",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "http://lit-review-assistant.streamlit.app"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "http://lit-review-assistant.streamlit.app",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": false,
    "endpoint_kind": "site",
    "latency_ms": null,
    "uptime_7d": 0,
    "checked_at": "2026-07-28T20:30:45.725Z",
    "consecutive_failures": 110,
    "status": "dead"
  },
  "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."
}