Mobile Device Automation
Query this niche via MCP
market_report({ query: "Mobile Device Automation", response_mode: "summary" })Agents · median
MCP servers · median
$50/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $50
otakit · $10
melaya · $20
Mobilenext Mcp · $29
Cloud Simulators · $88
melaya · $49
otakit · $50
Mobilenext Mcp · $299
melaya · $310
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median
All plans
8 pricedProvidervs its cohort medianMonthly
otakitmcp
$10 below
melayamcp
$20 below
Mobilenext Mcpmcp
$29 below
melayamcp
$49 ~median
otakitmcp
$50 ~median
Cloud Simulatorsmcp
$88 above
Mobilenext Mcpmcp
$299 above
melayamcp
$310 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Mobile Device Automation (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
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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": "agent_device_callstack",
"name": "Agent Device Callstack",
"url": "https://github.com/callstackincubator/agent-device",
"short_summary": "device automation CLI that lets AI agents open apps, inspect UI, interact with elements, capture debugging evidence, and verify real app behavior on iOS, Andro…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed for this open-source repository."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "pokeclaw",
"name": "Pokeclaw",
"url": "https://github.com/agents-io/PokeClaw",
"short_summary": "controls an Android phone via on-device AI, reading the screen, choosing tools, operating apps, and completing phone automation workflows (e.g. monitoring What…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed on the available homepage content."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ceraph_react_native_mcp",
"name": "Ceraph React Native",
"url": "https://ceraph.dev",
"short_summary": "Let your coding agent drive and test your React Native and Expo apps end-to-end on iOS and Android devices, simulators and emulators.",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 9,
"monthly_usd": 9,
"commitment": "monthly",
"basis": "$9 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$9 /user/mo.",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9,
"monthly_usd": 9,
"headline": "Free plan; paid from $9/mo ($9 per user/month × 1)",
"summary": "Free plan; paid from $9/mo ($9 per user/month × 1). Ceraph offers a free Starter tier and a Pro plan priced at $9 per user per month, with annual billing advertised as including two months free."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "cloud_simulators",
"name": "Cloud Simulators",
"url": "https://limrun.com",
"short_summary": "Cloud iOS simulators and Android emulators your agent can create, drive, and throw away. Create a device in seconds, pre-install apps, drive it through screens…",
"price": {
"commercial": {
"entry_offer": {
"line": "Entry",
"monthly_native": 16,
"monthly_usd": 16,
"commitment": "annual",
"basis": "$16/month, billed annually (annual commitment)"
},
"currency": "USD",
"lines": [
{
"name": "Trial",
"price": "$0 /mo",
"kind": "trial"
},
{
"name": "Entry",
"price": "$16 /mo",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Entry (annual billing)",
"price": "$16/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Individual",
"price": "$160 /mo",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Individual (annual billing)",
"price": "$160/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Company",
"price": "Let's talk.",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 16,
"monthly_usd": 16,
"headline": "From $16/mo (annual commitment)",
"summary": "From $16/mo (annual commitment). Limrun offers a $0 trial, $16/month Entry and $160/month Individual subscriptions, while Company pricing is customized and credit overages are usage-based."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "melaya",
"name": "Melaya",
"url": "https://melaya.org/en/product/mcp",
"short_summary": "Drive your Android phone and browser, build and run agent pipelines, from any AI assistant.",
"price": {
"commercial": {
"entry_offer": {
"line": "Outpost",
"monthly_native": 20,
"monthly_usd": 20,
"commitment": "monthly",
"basis": "$20/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Sandbox",
"price": "$0 /mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Outpost",
"price": "$20/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Forge",
"price": "$49/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Forge (annual billing)",
"price": "$469/yr · save 20% billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Bastion",
"price": "$129/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Bastion (annual billing)",
"price": "$1,239/yr · save 20% billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Citadel",
"price": "From $490/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free plan; paid from $20/mo",
"summary": "Free plan; paid from $20/mo. Melaya offers a free Sandbox tier, paid monthly plans from $20/month, annual billing for Forge and Bastion, and an enterprise Citadel plan from $490/month."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "mobilenext_mcp",
"name": "Mobilenext",
"url": "https://mobilenext.ai/cloud",
"short_summary": "Real mobile devices in the cloud for AI agents. Control Android and iOS phones — launch apps, tap, swipe, type, take screenshots, read the accessibility tree —…",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 29,
"monthly_usd": 29,
"commitment": "monthly",
"basis": "$29/month",
"billing_verified": true
},
"rates": [
{
"line": "Device-minute overage",
"per": "per min",
"text": "$0.15 per min"
}
],
"currency": "USD",
"lines": [
{
"name": "Hobby",
"price": "$0 /mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starter",
"price": "$29 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Team",
"price": "$299 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Device-minute overage",
"price": "$0.15/min",
"kind": "usage_rate",
"unit": "min",
"billed": "usage"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "Free plan; paid from $29/mo",
"summary": "Free plan; paid from $29/mo. Mobile Next Cloud offers a free Hobby plan, paid Starter and Team subscriptions, usage-based overage, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "otakit",
"name": "Otakit",
"url": "https://otakit.app",
"short_summary": "Ship over-the-air updates for Capacitor apps from your agent.\n\n- Inspect apps, bundles and releases\n- Prepare and publish a release to an exact channel after y…",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 10,
"monthly_usd": 10,
"commitment": "monthly",
"basis": "$10/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starter",
"price": "$10/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$50/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro (annual billing)",
"price": "$25/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free plan; paid from $10/mo",
"summary": "Free plan; paid from $10/mo. Otakit offers a permanent free tier, paid monthly plans from $10/month, an annual-billing discount for Pro, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "4ais",
"name": "4ais",
"url": "https://4ais.in/",
"short_summary": "An on-device Android AI agent that taps and types through apps to handle tasks such as follow-ups, email drafting, CRM updates, Slack actions, and GitHub issue…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. 4AIs is presented as a free Android AI employee in early access."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "adbfriend",
"name": "Adbfriend",
"url": "https://github.com/mikepenz/adbfriend",
"short_summary": "CLI tool and MCP server for managing Android devices via ADB. Enables file syncing, device configuration, app management, and USB diagnostics for developers.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; ADB Friend is presented as an open-source CLI tool with installation instructions."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "airi_android",
"name": "Airi Android",
"url": "https://github.com/proj-airi/airi-android",
"short_summary": "MCP server enabling LLMs to control Android devices via input, device info, UI hierarchy, and shell commands. Supports Docker and stdio modes.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown on the homepage or an available pricing page."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/mobile-device-automation",
"summary": {
"niche": "mobile-device-automation",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $25/mo (4 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": 4,
"reliability": "low",
"median": 24.5,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"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": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
49,
50
]
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"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": [
299,
309.5
]
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "mobile-device-automation"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/mobile-device-automation",
"counts": {
"listings_with_price_capture": 34,
"listings_with_observed_public_price": 14,
"providers_with_numeric_monthly_price_latest_scan": 6,
"like_for_like_comparable_pairs": 4
},
"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": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 24.5,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "otakit",
"usd": 10
},
{
"provider": "melaya",
"usd": 20
},
{
"provider": "mobilenext_mcp",
"usd": 29
},
{
"provider": "cloud_simulators",
"usd": 88
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 49,
"provider_count": 3,
"plan_observation_count": 4,
"data_confidence": 0.24,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.2,
"provider_count": 3,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "foneclaw",
"usd": 44.94
},
{
"provider": "melaya",
"usd": 49
},
{
"provider": "otakit",
"usd": 50
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 304.25,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "mobilenext_mcp",
"usd": 299
},
{
"provider": "melaya",
"usd": 309.5
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 34,
"listings_with_observed_public_price": 14,
"normalized_observations": 13,
"comparable_providers": 6,
"strict_cohorts": 3,
"exclusion_reasons": {
"free_or_zero": 1,
"unrankable_or_unparseable": 1,
"ambiguous_cadence": 3,
"usage_not_monthly": 1
}
},
"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": {
"free_or_zero": 1,
"unrankable_or_unparseable": 1,
"ambiguous_cadence": 3,
"usage_not_monthly": 1
},
"billing_mix": {
"freemium": 6,
"subscription": 1,
"usage": 1,
"free": 6
},
"free_tier_share": 0.86,
"top_providers": [
{
"agent_id": "agent_device_callstack",
"name": "Agent Device Callstack",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed for this open-source repository."
},
"observed": false
},
{
"agent_id": "pokeclaw",
"name": "Pokeclaw",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed on the available homepage content."
},
"observed": false
},
{
"agent_id": "ceraph_react_native_mcp",
"name": "Ceraph React Native",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 9,
"monthly_usd": 9,
"commitment": "monthly",
"basis": "$9 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$9 /user/mo.",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9,
"monthly_usd": 9,
"headline": "Free plan; paid from $9/mo ($9 per user/month × 1)",
"summary": "Free plan; paid from $9/mo ($9 per user/month × 1). Ceraph offers a free Starter tier and a Pro plan priced at $9 per user per month, with annual billing advertised as including two months free."
},
"observed": true
},
{
"agent_id": "cloud_simulators",
"name": "Cloud Simulators",
"price": {
"commercial": {
"entry_offer": {
"line": "Entry",
"monthly_native": 16,
"monthly_usd": 16,
"commitment": "annual",
"basis": "$16/month, billed annually (annual commitment)"
},
"currency": "USD",
"lines": [
{
"name": "Trial",
"price": "$0 /mo",
"kind": "trial"
},
{
"name": "Entry",
"price": "$16 /mo",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Entry (annual billing)",
"price": "$16/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Individual",
"price": "$160 /mo",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Individual (annual billing)",
"price": "$160/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Company",
"price": "Let's talk.",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 16,
"monthly_usd": 16,
"headline": "From $16/mo (annual commitment)",
"summary": "From $16/mo (annual commitment). Limrun offers a $0 trial, $16/month Entry and $160/month Individual subscriptions, while Company pricing is customized and credit overages are usage-based."
},
"observed": true
},
{
"agent_id": "melaya",
"name": "Melaya",
"price": {
"commercial": {
"entry_offer": {
"line": "Outpost",
"monthly_native": 20,
"monthly_usd": 20,
"commitment": "monthly",
"basis": "$20/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Sandbox",
"price": "$0 /mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Outpost",
"price": "$20/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Forge",
"price": "$49/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Forge (annual billing)",
"price": "$469/yr · save 20% billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Bastion",
"price": "$129/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Bastion (annual billing)",
"price": "$1,239/yr · save 20% billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Citadel",
"price": "From $490/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free plan; paid from $20/mo",
"summary": "Free plan; paid from $20/mo. Melaya offers a free Sandbox tier, paid monthly plans from $20/month, annual billing for Forge and Bastion, and an enterprise Citadel plan from $490/month."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "mobile-device-automation"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "mobile-device-automation",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "agent_device_callstack"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "agent_device_callstack"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
13 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Ceraph React NativeLet your coding agent drive and test your React Native and Expo apps end-to-end on iOS and Android devices, simulators and emulators.
Cloud SimulatorsCloud iOS simulators and Android emulators your agent can create, drive, and throw away. Create a device in seconds, pre-install apps, drive it through screens…
MelayaDrive your Android phone and browser, build and run agent pipelines, from any AI assistant.
MobilenextReal mobile devices in the cloud for AI agents. Control Android and iOS phones — launch apps, tap, swipe, type, take screenshots, read the accessibility tree —…
OtakitShip over-the-air updates for Capacitor apps from your agent.
- Inspect apps, bundles and releases
- Prepare and publish a release to an exact channel after y…
ArgentOpen-source agentic toolkit that lets AI assistants control, debug, profile, test, and inspect iOS, Android, TV, Electron, and Chromium apps through a CLI.
ScreenhandMCP server enabling AI agents to control real Android devices remotely—tap, type, swipe, and interact with mobile apps via accessibility layer. Includes 20 MCP…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.