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Medical Literature Search

Query this niche via MCPniche_report({ niche: "medical-literature-search" })
active marketmarket pulse 51/100commercial money present1 new builders in 30d21 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
None priced — too few for a MCP servers median.

All plansAgents vs MCPs

each dot = one provider · log scale
No providers priced at the All tier yet.

All plans

0 priced
Providervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
  "niche": "medical-literature-search",
  "parent_sector": "healthcare-ops",
  "provider_type_pricing": {
    "slug": "medical-literature-search",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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    "byTierCohorts": {
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      "rejected": {
        "ambiguous_cadence": 1,
        "usage_not_monthly": 1
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      "evidence": {
        "status": "observed_offers_only",
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        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "corti_pubmed",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,000/mo",
                "monthly_usd": 1000
              },
              {
                "provider": "research_api",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.99",
                "monthly_usd": 29.99
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              {
                "provider": "research_api",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$59.99",
                "monthly_usd": 59.99
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              {
                "provider": "research_api",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199.99",
                "monthly_usd": 199.99
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            ]
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          {
            "billing": "usage",
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            "offers": [
              {
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                "price": "$0.01",
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            ]
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          {
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            "offers": [
              {
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                "unit": "flat",
                "price": "Let's Talk",
                "monthly_usd": null
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        "coverage": {
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          "exclusion_reasons": {
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    "billingMix": {
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      "free": 2,
      "subscription": 1
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    "freeTierShare": 0.75,
    "medianLowestUsd": 515
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  "movement": {
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    "sector": "healthcare-ops",
    "pricedNow": 2,
    "pairs": 1,
    "repriced": [],
    "newlyPriced": [
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    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing."
  },
  "index_series": {
    "series": [
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        "day": "2026-07-08",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-11",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-15",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-18",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-08-03",
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        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
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        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
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        "dayChangePct": 0
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      {
        "day": "2026-08-06",
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    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "emergency_medicare_planner_mcp",
      "name": "Emergency Medicare Management",
      "url": "https://amoca.xyz",
      "short_summary": "provides evidence-based clinical assistance by analyzing medical literature and patient profiles to support clinical decisions",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "pubmed_mcp_server",
      "name": "Pubmed",
      "url": "https://pubmed.caseyjhand.com/mcp",
      "short_summary": "Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "vera_health",
      "name": "Vera Health",
      "url": "https://www.verahealth.ai/",
      "short_summary": "Provides evidence-based clinical decision support by searching peer-reviewed medical literature and delivering concise, cited answers to clinical questions",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan details were observed on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "atroposhealth",
      "name": "Evidence Agent",
      "url": "https://www.atroposhealth.com/atropos-evidence-agent-collaboration-microsoft/",
      "short_summary": "delivers AI-powered clinical evidence within physician workflow, answering questions about specific patients with evidence from existing literature or generati…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "biorxiv_mcp_server",
      "name": "Biorxiv",
      "url": "https://biorxiv.caseyjhand.com/mcp",
      "short_summary": "Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "cdc_health_mcp_server",
      "name": "Cdc Health",
      "url": "https://cdc.caseyjhand.com/mcp",
      "short_summary": "Search and query CDC public health data — mortality, vaccinations, surveillance, behavioral risk.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "corti_pubmed",
      "name": "Corti's PubMed Expert agent",
      "url": "https://www.corti.ai/experts/pubmed-expert",
      "short_summary": "Retrieves peer-reviewed biomedical research articles and abstracts from PubMed to provide evidence-based grounding for clinical reasoning, education, and resea…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1000,
        "monthly_usd": 1000,
        "headline": "From $1000/mo",
        "summary": "From $1000/mo. Corti offers a subscription-based Acceleration Pack at $1,000/month with 1,000 credits and development support, with additional usage-based pricing tiers visible on the pricing page."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "iqvia_med_r1_agent",
      "name": "IQVIA Med-R1 Deep Research Agent",
      "url": "https://www.iqvia.com/blogs/2025/12/introducing-iqvia-med-r1-deep-research-agent",
      "short_summary": "performs multi-hop biomedical deep research by planning, iteratively searching, reflecting, and synthesizing evidence to answer medical/clinical/regulatory que…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or subscription plans were found for the IQVIA Med-R1 Deep Research Agent."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "meddeep_ai",
      "name": "MedDeep AI",
      "url": "https://meddeep.ai/",
      "short_summary": "answers clinical questions with evidence-based, cited responses grounded in guidelines and peer-reviewed research",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "MedDeep AI is listed with a $0 offer, but no billing period or plan details are publicly shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "openevidence_app",
      "name": "OpenEvidence",
      "url": "https://apps.apple.com/us/app/openevidence/id6612007783",
      "short_summary": "Provides clinical decision support and medical search, answering clinical questions with sourced, cited answers grounded in peer-reviewed medical literature",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "OpenEvidence is listed as free on the App Store for verified healthcare professionals."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "semantic_scholar",
      "name": "Semantic Scholar",
      "url": "https://www.semanticscholar.org/",
      "short_summary": "searches and analyzes scientific literature to help researchers discover and read academic papers",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Semantic Scholar is presented as a free, AI-powered research tool, with no public subscription pricing shown."
      },
      "home_niche": "academic-research-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/medical-literature-search",
  "summary": {
    "niche": "medical-literature-search",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for medical-literature-search yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "medical-literature-search"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/medical-literature-search",
    "counts": {
      "listings_with_price_capture": 22,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": 2,
      "like_for_like_comparable_pairs": 1
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "observed_offers_only",
    "pricing_by_tier": null,
    "observed_offers": [
      {
        "billing": "monthly",
        "unit": "flat",
        "count": 4,
        "offers": [
          {
            "provider": "corti_pubmed",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "$1,000/mo",
            "monthly_usd": 1000
          },
          {
            "provider": "research_api",
            "tier": "individual",
            "billing": "monthly",
            "unit": "flat",
            "price": "$29.99",
            "monthly_usd": 29.99
          },
          {
            "provider": "research_api",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$59.99",
            "monthly_usd": 59.99
          },
          {
            "provider": "research_api",
            "tier": "team_sme",
            "billing": "monthly",
            "unit": "flat",
            "price": "$199.99",
            "monthly_usd": 199.99
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "flat",
        "count": 1,
        "offers": [
          {
            "provider": "research_api",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.01",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 1,
        "offers": [
          {
            "provider": "research_api",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Let's Talk",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 22,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 4,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "ambiguous_cadence": 1,
        "usage_not_monthly": 1
      }
    },
    "pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 1,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "freemium": 1,
      "free": 2,
      "subscription": 1
    },
    "free_tier_share": 0.75,
    "top_providers": [
      {
        "agent_id": "emergency_medicare_planner_mcp",
        "name": "Emergency Medicare Management",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "pubmed_mcp_server",
        "name": "Pubmed",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "vera_health",
        "name": "Vera Health",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or plan details were observed on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "atroposhealth",
        "name": "Evidence Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "biorxiv_mcp_server",
        "name": "Biorxiv",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "medical-literature-search"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "medical-literature-search",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "emergency_medicare_planner_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "emergency_medicare_planner_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

4 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.