AI Resume Screening
Query this niche via MCP
niche_report({ niche: "ai-resume-screening" })Agents · median
$125/mo
MCP servers · median
$22/mo
5.7×
Agents cost 5.7× MCPs across all tiers — median $125 vs $22. Two different markets; a blended figure would mislead either buyer.
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $125
Resume Screening · $17
Glide Resume Screener · $25
Glide Resume Screener · $125
Rebecca Ai · $1,199
MCP servers $22
winstackmcp · $10
Resumeai Ats · $10
Resume To Jobdescription Match · $10
Resume Optimizer Pro · $17
Ai Applyd · $22
Ai Screening · $450
rezi · $29
Ai Applyd · $38
maxcv · $40
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
All plans
13 pricedProvidervs its cohort medianMonthly
winstackmcpmcp
$10 below
Resumeai Atsmcp
$10 below
Resume To Jobdescription Matchmcp
$10 below
Resume Screeningagent
$17 below
Resume Optimizer Promcp
$17 below
Ai Applydmcp
$22 ~median
Glide Resume Screeneragent
$25 below
rezimcp
$29 above
Ai Applydmcp
$38 above
maxcvmcp
$40 above
Glide Resume Screeneragent
$125 ~median
Ai Screeningmcp
$450 above
Rebecca Aiagent
$1,199 above
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
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"niche": "ai-resume-screening",
"sector": "services",
"pricedNow": 14,
"pairs": 14,
"repriced": [
{
"handle": "onetwo_resume",
"from": 9.99,
"to": 4.99,
"pct": -50.1
},
{
"handle": "lebenslaufheld_mcp",
"from": 3.49,
"to": 3.47,
"pct": -0.6
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": -4.9,
"kind": "repricing",
"narrative": "Genuine repricing: 2 agents repriced — all down (avg -4.9%)."
},
"index_series": {
"series": [
{
"day": "2026-08-01",
"index": 100,
"pairs": 15,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 97.286,
"pairs": 23,
"dayChangePct": -2.71
},
{
"day": "2026-08-12",
"index": 97.286,
"pairs": 23,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 97.286,
"pairs": 23,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 97.286,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 97.286,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 97.286,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 97.286,
"pairs": 21,
"dayChangePct": 0
},
{
"day": "2026-08-18",
"index": 97.286,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-19",
"index": 97.286,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-20",
"index": 98.599,
"pairs": 19,
"dayChangePct": 1.35
},
{
"day": "2026-08-21",
"index": 98.599,
"pairs": 17,
"dayChangePct": 0
},
{
"day": "2026-08-22",
"index": 98.599,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-23",
"index": 98.599,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-24",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-25",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-26",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-27",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-28",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-29",
"index": 98.599,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-08-30",
"index": 98.599,
"pairs": 21,
"dayChangePct": 0
}
],
"latest": 98.599,
"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": "aipowered_hr_screening_automat",
"name": "Aipowered Hr Screening Automat",
"url": "https://growwstacks.com/workflows/ai-powered-hr-screening-automation-via-jotform",
"short_summary": "automates HR resume/candidate screening by parsing applications, scoring candidates against job criteria, and sending personalized emails",
"price": {
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "GrowwStacks offers a free workflow template, while custom automation projects are quoted as one-time engagements typically ranging from $3,000 to $25,000+."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "builder",
"name": "Reactive Resume",
"url": "https://rxresu.me",
"short_summary": "creates, updates, and shares professional resumes",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Reactive Resume is a completely free, open-source resume builder with unlimited resumes and no hidden costs."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "cvmarkdown",
"name": "cvmarkdown",
"url": "https://cvmarkdown.com/mcp",
"short_summary": "provides CV/resume templates and editing tools via MCP protocol",
"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": "cvpop_server",
"name": "CVpop",
"url": "https://cvpop.com/docs/mcp",
"short_summary": "creates professional CVs and resumes from natural conversation",
"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": "maxcv",
"name": "MaxCV.ai",
"url": "https://maxcv.ai",
"short_summary": "tailors existing CV/resume to specific job postings",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 39.54,
"monthly_usd": 39.54,
"headline": "Free tier, then from $39.54/mo",
"summary": "Free tier, then from $39.54/mo. MaxCV.ai offers a permanent free tier, $9.99 packs of 30 tailorings, and unlimited tailoring for $39 per 30-day period without subscriptions or auto-renewal."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "resume_optimizer_pro",
"name": "Resume Optimizer Pro",
"url": "https://resumeoptimizerpro.com/Home/MCP",
"short_summary": "resume optimization, job matching, resume parsing, and cover letter creation",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 16.65,
"monthly_usd": 16.65,
"headline": "From $16.65/mo",
"summary": "From $16.65/mo. Resume Optimizer Pro lists a Candidates subscription at $16.65/mo billed quarterly and organization plans from $79.95/mo with credit-based tiers and API/MCP access."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "rezi",
"name": "Rezi Resume MCP",
"url": "https://www.rezi.ai/posts/rezi-mcp-toolkit",
"short_summary": "tailors resumes to job descriptions and manages resume content",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "Free tier, then from $29/mo",
"summary": "Free tier, then from $29/mo. Rezi offers a free tier, a $29/month Pro plan, a $149 one-time Lifetime Plan, and Enterprise pricing of $99/month per 200 users."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "winstackmcp",
"name": "GetWinnyMCP",
"url": "https://getwinny.com",
"short_summary": "maintains persistent career profile and generates tailored resumes from job descriptions",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "From $9.99/mo",
"summary": "From $9.99/mo. Winny offers a $9.99 monthly subscription with 1,500 credits or a $10 pay-as-you-go package containing 1,000 credits."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ai_applyd",
"name": "AI Applyd",
"url": "https://aiapplyd.com",
"short_summary": "applies to jobs automatically by reading job postings, tailoring resumes, writing cover letters, and submitting applications",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 21.99,
"monthly_usd": 21.99,
"headline": "Free tier, then from $21.99/mo",
"summary": "Free tier, then from $21.99/mo. AI Applyd offers a permanent free resume-focused tier and paid plans starting at $21.99 billed weekly for automated applications."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "ai_screening",
"name": "Ai Screening",
"url": "https://aiscreeningtools.com",
"short_summary": "Screen BPO candidates and search your call center documents directly from Claude.\nscreen_candidate returns a score (0–100), a hire decision (HIRE / INTERVIEW /…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 199,
"monthly_usd": 199,
"headline": "From $199/mo",
"summary": "From $199/mo. Maya offers a free trial followed by monthly plans starting at $199/month, with included voice minutes and additional per-minute usage rates."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "get_job_skill",
"name": "Get Job Skill",
"url": "https://github.com/agentenatalie/get-job.skill",
"short_summary": "AI agent that guides job seekers through resume optimization, role research, and interview prep. Translates real experience into target-role language without f…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
},
"home_niche": "ai-interview-coach",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "polarisjobs",
"name": "Polarisjobs",
"url": "https://polarisjobs.com/",
"short_summary": "AI recruiting copilot that screens resumes, evaluates and scores candidates, recommends matches, and manages candidate hiring workflow for staffing agencies",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public subscription price or plan details were observed; the site only states $0 upfront cost and directs agencies to schedule a demo."
},
"home_niche": "ai-recruiting-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/ai-resume-screening",
"summary": {
"niche": "ai-resume-screening",
"sector": "services",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $13/mo (6 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 6,
"reliability": "medium",
"median": 13.33,
"p25": 10,
"p75": 20.65,
"status": "ok"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 37.99,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
16.67,
25
]
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
125,
1199
]
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "ai-resume-screening"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ai-resume-screening",
"counts": {
"listings_with_price_capture": 29,
"listings_with_observed_public_price": 16,
"providers_with_numeric_monthly_price_latest_scan": 14,
"like_for_like_comparable_pairs": 14
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": true,
"value_pct": -1.4,
"driver": "ai_applyd's \"Hired in 30\" $84.46→$38.99 (-54%)"
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 16.66,
"provider_count": 8,
"plan_observation_count": 8,
"data_confidence": 0.61,
"data_confidence_basis": {
"provider_component": 0.67,
"observation_component": 0.4,
"provider_count": 8,
"plan_observation_count": 8
},
"reliability": "medium",
"members": [
{
"provider": "winstackmcp",
"usd": 9.99
},
{
"provider": "resumeai_ats",
"usd": 10
},
{
"provider": "resume_to_jobdescription_match",
"usd": 10
},
{
"provider": "resume_optimizer_pro",
"usd": 16.65
},
{
"provider": "resume_screening",
"usd": 16.67
},
{
"provider": "ai_applyd",
"usd": 21.99
},
{
"provider": "glide_resume_screener",
"usd": 25
},
{
"provider": "ai_screening",
"usd": 450
}
],
"p25": 10,
"p75": 22.74
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 38.77,
"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.2,
"provider_count": 4,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "rezi",
"usd": 29
},
{
"provider": "ai_applyd",
"usd": 37.99
},
{
"provider": "maxcv",
"usd": 39.54
},
{
"provider": "resume_screening",
"usd": 45.83
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 229.95,
"provider_count": 3,
"plan_observation_count": 7,
"data_confidence": 0.27,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.35,
"provider_count": 3,
"plan_observation_count": 7
},
"reliability": "low",
"members": [
{
"provider": "glide_resume_screener",
"usd": 125
},
{
"provider": "resume_optimizer_pro",
"usd": 229.95
},
{
"provider": "rebecca_ai",
"usd": 1199
}
]
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 949,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "rezi",
"usd": 99
},
{
"provider": "rebecca_ai",
"usd": 1799
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 29,
"listings_with_observed_public_price": 16,
"normalized_observations": 21,
"comparable_providers": 11,
"strict_cohorts": 4,
"exclusion_reasons": {
"one_time": 8,
"promo": 2,
"usage_not_monthly": 6,
"ambiguous_cadence": 4,
"unrankable_or_unparseable": 1,
"free_or_zero": 2
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"one_time": 8,
"promo": 2,
"usage_not_monthly": 6,
"ambiguous_cadence": 4,
"unrankable_or_unparseable": 1,
"free_or_zero": 2
},
"billing_mix": {
"freemium": 9,
"subscription": 5,
"one-time": 1,
"free": 1
},
"free_tier_share": 0.63,
"top_providers": [
{
"agent_id": "aipowered_hr_screening_automat",
"name": "Aipowered Hr Screening Automat",
"price": {
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "GrowwStacks offers a free workflow template, while custom automation projects are quoted as one-time engagements typically ranging from $3,000 to $25,000+."
},
"observed": true
},
{
"agent_id": "builder",
"name": "Reactive Resume",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Reactive Resume is a completely free, open-source resume builder with unlimited resumes and no hidden costs."
},
"observed": false
},
{
"agent_id": "cvmarkdown",
"name": "cvmarkdown",
"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": "cvpop_server",
"name": "CVpop",
"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": "maxcv",
"name": "MaxCV.ai",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 39.54,
"monthly_usd": 39.54,
"headline": "Free tier, then from $39.54/mo",
"summary": "Free tier, then from $39.54/mo. MaxCV.ai offers a permanent free tier, $9.99 packs of 30 tailorings, and unlimited tailoring for $39 per 30-day period without subscriptions or auto-renewal."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ai-resume-screening"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ai-resume-screening",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "aipowered_hr_screening_automat"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "aipowered_hr_screening_automat"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
16 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Reactive Resumecreates, updates, and shares professional resumes
MaxCV.aitailors existing CV/resume to specific job postings
Resume Optimizer Proresume optimization, job matching, resume parsing, and cover letter creation
Rezi Resume MCPtailors resumes to job descriptions and manages resume contentGGetWinnyMCPmaintains persistent career profile and generates tailored resumes from job descriptions
mcp$9.99from / mo74.2% below100% live
AI Applydapplies to jobs automatically by reading job postings, tailoring resumes, writing cover letters, and submitting applications
Ai ScreeningScreen BPO candidates and search your call center documents directly from Claude.
screen_candidate returns a score (0–100), a hire decision (HIRE / INTERVIEW /…RAResumeai AtsWhich ATS does a company use? Portal-verified answers for 743 large employers (State of ATS 2026, MIT-licensed), live ATS market-share stats, and a real resume…
mcp$10from / mo74.2% below100% live
Glide Resume ScreenerAI agent that automatically screens and scores resumes against job requirements. Processes hundreds of applications in minutes, integrates with ATS platforms,…
LebenslaufheldMCP server that connects AI chats (Claude, ChatGPT) to LebenslaufHeld's resume builder. Creates professional PDF resumes, performs ATS checks, and validates co…
Rebecca AiAI-powered resume screening software that automatically parses, matches, and scores candidate resumes against job requirements. Integrates with ATS systems to…
Sundaebar Applicant ScreeningAI agent skill for screening job applications against role requirements. Evaluates resumes, scores candidates consistently, identifies qualifications gaps, and…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.