Clinical Trial Matching
Query this niche via MCP
niche_report({ niche: "clinical-trial-matching" })Agents · median
MCP servers · median
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each dot = one provider · log scaleNo providers priced at the All tier yet.
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0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
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niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "clinical-trial-matching",
"parent_sector": "healthcare-ops",
"provider_type_pricing": {
"slug": "clinical-trial-matching",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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"p75": null,
"providers": 2
},
"by_provider_type": {
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"providers": 0,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
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"p25": null,
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"providers": 2,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced MCP servers are available."
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "empty",
"observed_node_count": 0,
"adjacent_niches": [
"claims-denial-management",
"clinical-trial-recruitment",
"hcc-risk-adjustment",
"pharmacy-benefits-management",
"medical-billing-codes",
"veterinary-triage"
],
"market_pulse": {
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"byTierCohorts": {
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"rejected": {
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"ambiguous_cadence": 3,
"free_or_zero": 1
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"evidence": {
"status": "observed_offers_only",
"single_observations": [],
"observed_offers": [
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"billing": "monthly",
"unit": "flat",
"count": 2,
"offers": [
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"provider": "agentclinical",
"tier": "individual",
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"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
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{
"provider": "clinical_trials_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$200/month",
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]
},
{
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"count": 2,
"offers": [
{
"provider": "agentclinical",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10 / 1K",
"monthly_usd": null
},
{
"provider": "mutation_trial_match",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "~$0.02/h",
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}
]
},
{
"billing": "unspecified_period",
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"offers": [
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"provider": "agentclinical",
"tier": "enterprise",
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"price": "Contact us",
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{
"provider": "clinical_trials_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom pricing",
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{
"provider": "mutation_trial_match",
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"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
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]
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],
"coverage": {
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"exclusion_reasons": {
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"free_or_zero": 1
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}
}
},
"billingMix": {
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"subscription": 1
},
"freeTierShare": 0.67,
"medianLowestUsd": 105
},
"movement": {
"niche": "clinical-trial-matching",
"sector": "healthcare-ops",
"pricedNow": 2,
"pairs": 2,
"repriced": [],
"newlyPriced": [],
"droppedFromPriced": [
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],
"likeForLikePct": 0,
"kind": "composition",
"narrative": "Composition change (average moved, but no agent changed its price): 1 stopped showing a public price."
},
"index_series": {
"series": [
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"day": "2026-08-04",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 6,
"dayChangePct": 0
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{
"day": "2026-08-12",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 9,
"dayChangePct": 0
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{
"day": "2026-08-15",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-18",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-19",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-20",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-21",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-22",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-23",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-24",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-25",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-26",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-27",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-28",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-29",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-30",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-31",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-09-01",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-09-02",
"index": 100,
"pairs": 2,
"dayChangePct": 0
}
],
"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": 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": "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": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, usage-based overage pricing, and custom enterprise pricing."
},
"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": 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_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": {
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"listings_with_observed_public_price": 3,
"providers_with_numeric_monthly_price_latest_scan": 2,
"like_for_like_comparable_pairs": 2
},
"movement": {
"d": {
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"held_reason": null
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"w": {
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"held_reason": null
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"m": {
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"pricing_version": "cohorts-1",
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"observed_offers": [
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"unit": "flat",
"count": 2,
"offers": [
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"provider": "agentclinical",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
},
{
"provider": "clinical_trials_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$200/month",
"monthly_usd": 200
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "agentclinical",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10 / 1K",
"monthly_usd": null
},
{
"provider": "mutation_trial_match",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "~$0.02/h",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 3,
"offers": [
{
"provider": "agentclinical",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"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": 3,
"normalized_observations": 2,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 2,
"ambiguous_cadence": 3,
"free_or_zero": 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": {
"usage_not_monthly": 2,
"ambiguous_cadence": 3,
"free_or_zero": 1
},
"billing_mix": {
"freemium": 2,
"subscription": 1
},
"free_tier_share": 0.67,
"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": 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": "agentclinical",
"name": "agentclinical",
"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. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, usage-based overage pricing, and custom enterprise pricing."
},
"observed": true
},
{
"agent_id": "clinical_decision_eligibility",
"name": "Clinical Decision Eligibility",
"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_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
3 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
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.