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Clinical Trial Matching

Query this niche via MCPniche_report({ niche: "clinical-trial-matching" })
active marketmarket pulse 51/100commercial money present1 new builders in 30d9 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": "clinical-trial-matching",
  "parent_sector": "healthcare-ops",
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                "provider": "clinical_decision_eligibility",
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              {
                "provider": "clinical_decision_eligibility",
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              {
                "provider": "clinical_trials_mcp",
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              {
                "provider": "trialpath",
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              {
                "provider": "trialpath",
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              {
                "provider": "clinical_decision_eligibility",
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                "unit": "flat",
                "price": "9.99EUR",
                "monthly_usd": null
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              {
                "provider": "clinical_trials_mcp",
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                "billing": "unspecified_period",
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                "price": "Custom pricing",
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              {
                "provider": "mutation_trial_match",
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                "price": "Custom",
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        ],
        "coverage": {
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            "usage_not_monthly": 2,
            "one_time": 4
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    "billingMix": {
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      "freemium": 2
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    "freeTierShare": 0.5,
    "medianLowestUsd": 11.52
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        "day": "2026-07-06",
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        "day": "2026-07-07",
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      {
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        "pairs": 0,
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        "pairs": 0,
        "dayChangePct": 0
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        "day": "2026-07-15",
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        "pairs": 0,
        "dayChangePct": 0
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      {
        "day": "2026-07-16",
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        "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",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
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        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
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        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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        "day": "2026-07-22",
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        "pairs": 1,
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        "index": 100,
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        "dayChangePct": 0
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        "pairs": 1,
        "dayChangePct": 0
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        "pairs": 1,
        "dayChangePct": 0
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        "pairs": 1,
        "dayChangePct": 0
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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": "clinicaltrialsgov_mcp_server",
      "name": "Clinicaltrialsgov",
      "url": "https://clinicaltrials.caseyjhand.com/mcp",
      "short_summary": "Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.",
      "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": "trialpath",
      "name": "TRIALPATH",
      "url": "https://parkinsonspathways.com/agents",
      "short_summary": "provides real-time access to ClinicalTrials.gov data with AI-generated summaries and patient matching for clinical trials",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. TrialPath offers a daily free API quota, usage-based calls priced at $0.005–$0.10 per call, and one-time prepaid credit top-ups from $10 to $5000 with bonuses."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agentclinical",
      "name": "agentclinical",
      "url": "https://smithery.ai/server/heavysword1/agentclinical",
      "short_summary": "Search clinical trials on ClinicalTrials.gov by condition, intervention, sponsor, status, or phase. Returns trial IDs, titles, status, phases, conditions, inte…",
      "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": "low",
      "upvotes": 0
    },
    {
      "agent_id": "clinical_decision_eligibility",
      "name": "Clinical Decision Eligibility",
      "url": "https://quarantadue.ai/clinical-decision/software/10.1.2",
      "short_summary": "MCP tool that predicts patient eligibility for clinical trials using AI analysis of historical enrollment patterns, patient profiles, and trial criteria. Provi…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 11.52,
        "headline": "From $9.99/mo",
        "summary": "From $9.99/mo. The homepage shows two recurring prices of €999/month and €4,999/month, along with other observed EUR price points whose billing periods are unspecified."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "clinical_trial_ai_agent",
      "name": "Clinical Trial Ai Agent",
      "url": "https://abtosoftware.com/portfolio/clinical-trial-ai-agent-for-oncology",
      "short_summary": "An oncology clinical-trial matching agent that parses health records, identifies missing eligibility data, ranks suitable studies with explanations, maintains…",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "clinical_trial_matching",
      "name": "Clinical Trial Matching",
      "url": "https://hub.ai.uky.edu/clinical-trial-matching",
      "short_summary": "AI agent that matches patients to relevant clinical trials using advanced reasoning models. Filters trials by location, status, age, and sex, then ranks interv…",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "clinical_trials_mcp",
      "name": "Clinical Trials",
      "url": "https://apigene.ai/mcp/official/clinical-trials",
      "short_summary": "MCP server that lets AI clients search ClinicalTrials.gov, retrieve trial details, match patients by eligibility, find sponsors and investigators, and compare…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 200,
        "monthly_usd": 200,
        "headline": "From $200/mo",
        "summary": "From $200/mo. Public pricing lists a Pro subscription at $200/month, while Enterprise plans use custom pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "mutation_clinical_trial_mcp",
      "name": "Mutation Clinical Trial",
      "url": "https://github.com/pickleton89/mutation-clinical-trial-matching-mcp",
      "short_summary": "An MCP server for Claude Desktop that searches ClinicalTrials.gov for clinical trials matching genetic mutations, with synchronous and asynchronous modes, cach…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for this open-source repository."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "mutation_trial_match",
      "name": "Mutation Trial Match",
      "url": "https://ubos.tech/mcp/mutation-clinical-trial-matching-server/",
      "short_summary": "An MCP server for Claude Desktop that queries ClinicalTrials.gov for studies related to genetic mutations and returns summarized trial information.",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "UBOS offers a free Sandbox tier with included credits, pay-as-you-go production servers at approximately $0.02 per hour, and custom enterprise pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/clinical-trial-matching",
  "summary": {
    "niche": "clinical-trial-matching",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for clinical-trial-matching 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": "clinical-trial-matching"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/clinical-trial-matching",
    "counts": {
      "listings_with_price_capture": 9,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 3,
        "offers": [
          {
            "provider": "clinical_decision_eligibility",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "€999 /mo",
            "monthly_usd": 1138.86
          },
          {
            "provider": "clinical_decision_eligibility",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "€4,999 /mo",
            "monthly_usd": 5698.86
          },
          {
            "provider": "clinical_trials_mcp",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$200/month",
            "monthly_usd": 200
          }
        ]
      },
      {
        "billing": "one_time",
        "unit": "flat",
        "count": 4,
        "offers": [
          {
            "provider": "trialpath",
            "tier": "pro",
            "billing": "one_time",
            "unit": "flat",
            "price": "$50",
            "monthly_usd": null
          },
          {
            "provider": "trialpath",
            "tier": "team_sme",
            "billing": "one_time",
            "unit": "flat",
            "price": "$200",
            "monthly_usd": null
          },
          {
            "provider": "trialpath",
            "tier": "team_sme",
            "billing": "one_time",
            "unit": "flat",
            "price": "$1000",
            "monthly_usd": null
          },
          {
            "provider": "trialpath",
            "tier": "enterprise",
            "billing": "one_time",
            "unit": "flat",
            "price": "$5000",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "mutation_trial_match",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "~$0.02/h",
            "monthly_usd": null
          },
          {
            "provider": "trialpath",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.01",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 4,
        "offers": [
          {
            "provider": "clinical_decision_eligibility",
            "tier": "team_sme",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "€100",
            "monthly_usd": null
          },
          {
            "provider": "clinical_decision_eligibility",
            "tier": "individual",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "9.99EUR",
            "monthly_usd": null
          },
          {
            "provider": "clinical_trials_mcp",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom pricing",
            "monthly_usd": null
          },
          {
            "provider": "mutation_trial_match",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 9,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 3,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "ambiguous_cadence": 4,
        "promo": 5,
        "usage_not_monthly": 2,
        "one_time": 4
      }
    },
    "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": 4,
      "promo": 5,
      "usage_not_monthly": 2,
      "one_time": 4
    },
    "billing_mix": {
      "subscription": 2,
      "freemium": 2
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "clinicaltrialsgov_mcp_server",
        "name": "Clinicaltrialsgov",
        "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": "trialpath",
        "name": "TRIALPATH",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "Free tier, then from $10/mo",
          "summary": "Free tier, then from $10/mo. TrialPath offers a daily free API quota, usage-based calls priced at $0.005–$0.10 per call, and one-time prepaid credit top-ups from $10 to $5000 with bonuses."
        },
        "observed": true
      },
      {
        "agent_id": "agentclinical",
        "name": "agentclinical",
        "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": "clinical_decision_eligibility",
        "name": "Clinical Decision Eligibility",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9.99,
          "monthly_usd": 11.52,
          "headline": "From $9.99/mo",
          "summary": "From $9.99/mo. The homepage shows two recurring prices of €999/month and €4,999/month, along with other observed EUR price points whose billing periods are unspecified."
        },
        "observed": true
      },
      {
        "agent_id": "clinical_trial_ai_agent",
        "name": "Clinical Trial Ai 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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "clinical-trial-matching"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "clinical-trial-matching",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "clinicaltrialsgov_mcp_server"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "clinicaltrialsgov_mcp_server"
        },
        "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.