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Browser Automation Agent

Query this niche via MCPmarket_report({ query: "Browser Automation Agent", response_mode: "summary" })
active marketmarket pulse 43/100commercial money present0 new builders in 30d176 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$99/mo
$20–$280 middle half · 25 providers · median of every priced plan point, all tiers
MCP servers · median
$29/mo
$10–$79 middle half · 15 providers · median of every priced plan point, all tiers
3.4×

Agents cost 3.4× MCPs across all tiers — median $99 vs $29. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $99
findskill · $6
agentsmith · $10
rtrvr · $10
Tabstack Browser Automation · $10
Cloud Bot Operator · $10
webfuse · $18
testmuai · $19
Harpa Ai · $19
browserbase · $20
dari · $20
notte · $20
Skyvern Ai · $29
kernel · $30
Browser Agent Py · $37
anchorbrowser · $50
smooth · $50
browserless · $140
Vessel Browser · $6
browserless · $25
agentsmith · $30
rtrvr · $30
hyperbrowser · $30
e2llm · $34
Cloud Bot Operator · $63
browserbase · $99
agentql · $99
testmuai · $99
Skyvern Ai · $149
Browser Agent Py · $250
Simular Ai · $275
opencometai · $299
Tabstack Browser Automation · $499
Tabstack Browser Automation · $99
hyperbrowser · $100
notte · $100
kernel · $200
Cloud Bot Operator · $280
rtrvr · $300
browserless · $350
webfuse · $495
smooth · $500
anchorbrowser · $1,250
Cloud Bot Operator · $600
Browser Agent Py · $1,200
fortress · $2,000
browserclaw · $4,200
MCP servers $29
sncro · $6
Browser Mcp · $9
snaprender · $9
bowmark · $10
screenshotrender · $10
propzapi · $29
manifest · $29
Glazyr Viz · $299
kitsuvo · $6
serve · $10
sncro · $11
Remote Device Server · $25
Browser Mcp · $29
botbrowser · $29
Noncelogic Rove · $29
screenshotrender · $49
cbrowser · $50
Browsercat Mcp Server · $50
manifest · $79
propzapi · $199
Glazyr Viz · $499
propzapi · $79
snaprender · $79
Noncelogic Rove · $99
Remote Device Server · $125
screenshotrender · $199
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median

All plans

72 priced
Providervs its cohort medianMonthly
findskillagent
$6 below
Vessel Browseragent
$6 below
sncromcp
$6 below
kitsuvomcp
$6 below
Browser Mcpmcp
$9 below
snaprendermcp
$9 below
agentsmithagent
$10 below
rtrvragent
$10 below
Tabstack Browser Automationagent
$10 below
Cloud Bot Operatoragent
$10 below
bowmarkmcp
$10 below
screenshotrendermcp
$10 below
servemcp
$10 below
sncromcp
$11 below
webfuseagent
$18 below
testmuaiagent
$19 below
Harpa Aiagent
$19 below
browserbaseagent
$20 below
dariagent
$20 below
notteagent
$20 below
browserlessagent
$25 below
Remote Device Servermcp
$25 below
Skyvern Aiagent
$29 below
propzapimcp
$29 ~median
manifestmcp
$29 ~median
Browser Mcpmcp
$29 ~median
botbrowsermcp
$29 ~median
Noncelogic Rovemcp
$29 ~median
kernelagent
$30 below
agentsmithagent
$30 below
rtrvragent
$30 below
hyperbrowseragent
$30 below
e2llmagent
$34 below
Browser Agent Pyagent
$37 below
screenshotrendermcp
$49 above
anchorbrowseragent
$50 below
smoothagent
$50 below
cbrowsermcp
$50 above
Browsercat Mcp Servermcp
$50 above
Cloud Bot Operatoragent
$63 below
manifestmcp
$79 above
propzapimcp
$79 above
snaprendermcp
$79 above
browserbaseagent
$99 ~median
agentqlagent
$99 ~median
testmuaiagent
$99 ~median
Tabstack Browser Automationagent
$99 ~median
Noncelogic Rovemcp
$99 above
hyperbrowseragent
$100 ~median
notteagent
$100 ~median
Remote Device Servermcp
$125 above
browserlessagent
$140 above
Skyvern Aiagent
$149 above
propzapimcp
$199 above
screenshotrendermcp
$199 above
kernelagent
$200 above
Browser Agent Pyagent
$250 above
Simular Aiagent
$275 above
Cloud Bot Operatoragent
$280 above
opencometaiagent
$299 above
Glazyr Vizmcp
$299 above
rtrvragent
$300 above
browserlessagent
$350 above
webfuseagent
$495 above
Tabstack Browser Automationagent
$499 above
Glazyr Vizmcp
$499 above
smoothagent
$500 above
Cloud Bot Operatoragent
$600 above
Browser Agent Pyagent
$1,200 above
anchorbrowseragent
$1,250 above
fortressagent
$2,000 above
browserclawagent
$4,200 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 Browser Automation Agent (latest observation 2026-10-14T03:32:48.116Z). 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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  "parent_sector": "developer-tools-infra",
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              {
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      "name": "Agentlimb",
      "url": "https://agentlimb.com/",
      "short_summary": "Records browser tasks once as reusable 'muscles' and replays them so AI tools can drive the real Chrome browser with fewer tokens",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "AgentLimb",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. AgentLimb is presented as an open-source, locally run product with a listed price of 0USD and no paid plans publicly shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agentql",
      "name": "AgentQL",
      "url": "https://www.agentql.com/",
      "short_summary": "extracts structured data from web pages and interacts with web elements for AI agents using a query language and AI-powered selectors",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Professional",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$0 /monthly",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Professional",
              "price": "$99 /monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo",
        "summary": "Free plan; paid from $99/mo. AgentQL offers a free Starter plan, a $99/month Professional plan, usage-based overages, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agentsmith",
      "name": "AgentSmith",
      "url": "https://agentsmith.so/",
      "short_summary": "automates web browser tasks like clicks, form filling, navigation, scraping, and multi-step workflows from natural language",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$9.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "From $9.99/mo",
        "summary": "From $9.99/mo. AgentSmith offers Starter at $9.99/month and Pro at $29.99/month, while Custom pricing requires contacting the company."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_agentdriven_browser_automat",
      "name": "AI Agent-Driven Browser Automation",
      "url": "https://aws.amazon.com/blogs/machine-learning/ai-agent-driven-browser-automation-for-enterprise-workflow-management",
      "short_summary": "Automates web-based enterprise workflows via AI agent-driven browser automation, demonstrated with e-commerce order processing across multiple retailer website…",
      "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": "asteroid_asteroid",
      "name": "asteroid",
      "url": "https://docs.asteroid.ai/mcp/overview",
      "short_summary": "builds, runs, and manages AI browser agents that automate real web workflows including filling forms, navigating portals, extracting data, and completing multi…",
      "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": "botbrowser",
      "name": "Botbrowser",
      "url": "https://www.thebotbrowser.com/",
      "short_summary": "extracts clean markdown content from web pages for LLM agents",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Open Source",
              "price": "Free forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "$199 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "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. The service offers a free forever self-hosted tier, with hosted Pro at $29/month and Enterprise at $199/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bowmark",
      "name": "Bowmark",
      "url": "https://bowmark.ai",
      "short_summary": "provides pre-computed step-by-step recipes and shortcuts for AI agents to navigate public websites",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Monthly usage allowance",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "proxy.residential-rotating",
              "per": "per gib",
              "text": "$11.02 per gib"
            },
            {
              "line": "proxy.static-residential",
              "per": "per request",
              "text": "$0 per request"
            },
            {
              "line": "proxy.us-datacenter",
              "per": "per gib",
              "text": "$1 per gib"
            },
            {
              "line": "proxy.mobile",
              "per": "per gib",
              "text": "$18 per gib"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Monthly usage allowance",
              "price": "$10 of usage is free every month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "proxy.residential-rotating",
              "price": "$11.02 per GiB",
              "kind": "usage_rate",
              "unit": "gib",
              "billed": "usage"
            },
            {
              "name": "proxy.static-residential",
              "price": "$0.0001 per request",
              "kind": "usage_rate",
              "unit": "request",
              "billed": "usage"
            },
            {
              "name": "proxy.us-datacenter",
              "price": "$1.00 per GiB",
              "kind": "usage_rate",
              "unit": "gib",
              "billed": "usage"
            },
            {
              "name": "proxy.mobile",
              "price": "$18.00 per GiB",
              "kind": "usage_rate",
              "unit": "gib",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. Bowmark uses metered USD pricing, with $10 of usage free each month and additional charges based on resources consumed."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "browser_use",
      "name": "BrowserUse",
      "url": "https://github.com/browser-use/browser-use",
      "short_summary": "AI-powered browser automation; controls a real browser to complete web tasks like form-filling, online shopping, and information lookup",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Cloud browser",
              "per": "per browser-hour",
              "text": "$0.02 per browser-hour"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Cloud browser",
              "price": "$0.02 per browser-hour",
              "kind": "usage_rate",
              "unit": "browser-hour",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.02 per browser-hour (usage-based)",
        "summary": "$0.02 per browser-hour (usage-based). Browser Use publicly lists cloud browser access at $0.02 per browser-hour; no fixed monthly subscription price is shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "browserbase",
      "name": "Browserbase",
      "url": "https://www.browserbase.com/",
      "short_summary": "provides browser infrastructure that lets AI agents navigate, log in, search, fetch web content, fill forms, and perform actions on websites at scale",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Developer Plan",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free Plan",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Developer Plan",
              "price": "$20/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Startup Plan",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Plan",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "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. Browserbase offers a permanent free plan, paid Developer and Startup subscriptions at $20/mo and $99/mo, and a custom-priced Scale plan, with additional usage-based charges for some services."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "a_modular_kingdom",
      "name": "A Modular Kingdom",
      "url": "https://github.com/MasihMoafi/A-Modular-Kingdom",
      "short_summary": "Production-ready MCP server providing RAG with smart reindexing, persistent hierarchical memory, browser automation, and 27+ agentic tools for Claude Desktop,…",
      "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 Elpis on the available homepage content."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentdesk",
      "name": "Agentdesk",
      "url": "https://agentdesk.ai/",
      "short_summary": "Next-gen dev platform for human-AI collaboration combining agents, notes, and workflows. Embeds AI code editors and agents into browsers 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."
      },
      "home_niche": "ai-workspace-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentql_ide",
      "name": "AgentQL IDE",
      "url": "https://chromewebstore.google.com/detail/agentql-ide/idnejmodeepdobpinkkgpkeabkabhhej",
      "short_summary": "debugging and developing AgentQL queries",
      "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."
      },
      "home_niche": "agent-observability-eval",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "aurix_agent",
      "name": "Aurix Agent",
      "url": "https://haikzs.tech",
      "short_summary": "Open-source terminal AI agent for coding, browser automation, deep research, bug hunting, and multi-agent workflows. Runs via CLI, Discord, Telegram, or WhatsA…",
      "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, and no pricing page was available."
      },
      "home_niche": "cli-coding-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "automate",
      "name": "Automate",
      "url": "https://github.com/supastishn/AutoMate",
      "short_summary": "Self-hosted personal AI agent platform. Multi-channel (Web UI, Discord, CLI), tool-using, plugin-extensible. 30+ built-in tools including shell, browser automa…",
      "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 AutoMate."
      },
      "home_niche": "personal-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "bright_data",
      "name": "Bright Data",
      "url": "https://brightdata.com/",
      "short_summary": "Web data platform providing APIs, proxies, and datasets for AI agents. Offers web scraping, browser automation, SERP results, and agentic web execution capabil…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Bright Data's Web Unlocker offers a free tier with 5K requests per month, usage-based pricing from $1.5 per 1K requests, a scale plan with 383K requests included, and custom enterprise pricing."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "genericagent",
      "name": "GenericAgent",
      "url": "https://github.com/lsdefine/GenericAgent",
      "short_summary": "Autonomous self-evolving agent that executes computer tasks—browser automation, terminal/file control, keyboard/mouse input, screen vision, mobile (ADB) contro…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was found for GenericAgent."
      },
      "home_niche": "self-evolving-agent-framework",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "grupa_ai",
      "name": "Grupa Ai",
      "url": "https://www.grupa.ai",
      "short_summary": "Execution OS for autonomous businesses. Platform combining Momentum, Workspace, and API to automate browser-based work and enable autonomous operations.",
      "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 are shown on the supplied homepage or pricing page."
      },
      "home_niche": "business-process-automation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/browser-automation-agent",
  "summary": {
    "niche": "browser-automation-agent",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $20/mo (17 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 17,
          "reliability": "high",
          "median": 20,
          "p25": 10,
          "p75": 30,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 15,
          "reliability": "high",
          "median": 99,
          "p25": 29.99,
          "p75": 199.5,
          "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": 13,
          "reliability": "high",
          "median": 29,
          "p25": 25,
          "p75": 50,
          "status": "ok"
        },
        {
          "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": 10,
          "reliability": "medium",
          "median": 290,
          "p25": 125,
          "p75": 458.75,
          "status": "ok"
        },
        {
          "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": 8,
          "reliability": "medium",
          "median": 10,
          "p25": 9,
          "p75": 29,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 99,
          "p25": 79,
          "p75": 125,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 1600,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "browser-automation-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/browser-automation-agent",
    "counts": {
      "listings_with_price_capture": 179,
      "listings_with_observed_public_price": 58,
      "providers_with_numeric_monthly_price_latest_scan": 42,
      "like_for_like_comparable_pairs": 38
    },
    "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": 19.32,
        "provider_count": 25,
        "plan_observation_count": 32,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 25,
          "plan_observation_count": 32
        },
        "reliability": "high",
        "members": [
          {
            "provider": "sncro",
            "usd": 6.15
          },
          {
            "provider": "findskill",
            "usd": 6.46
          },
          {
            "provider": "snaprender",
            "usd": 9
          },
          {
            "provider": "browser_mcp",
            "usd": 9
          },
          {
            "provider": "rtrvr",
            "usd": 9.99
          },
          {
            "provider": "agentsmith",
            "usd": 9.99
          },
          {
            "provider": "bowmark",
            "usd": 10
          },
          {
            "provider": "screenshotrender",
            "usd": 10
          },
          {
            "provider": "tabstack_browser_automation",
            "usd": 10
          },
          {
            "provider": "cloud_bot_operator",
            "usd": 10
          },
          {
            "provider": "webfuse",
            "usd": 18
          },
          {
            "provider": "testmuai",
            "usd": 19
          },
          {
            "provider": "harpa_ai",
            "usd": 19.32
          },
          {
            "provider": "dari",
            "usd": 20
          },
          {
            "provider": "notte",
            "usd": 20
          },
          {
            "provider": "browserbase",
            "usd": 20
          },
          {
            "provider": "propzapi",
            "usd": 29
          },
          {
            "provider": "skyvern_ai",
            "usd": 29
          },
          {
            "provider": "manifest",
            "usd": 29
          },
          {
            "provider": "kernel",
            "usd": 30
          },
          {
            "provider": "browser_agent_py",
            "usd": 37
          },
          {
            "provider": "anchorbrowser",
            "usd": 50
          },
          {
            "provider": "smooth",
            "usd": 50
          },
          {
            "provider": "browserless",
            "usd": 140
          },
          {
            "provider": "glazyr_viz",
            "usd": 299
          }
        ],
        "p25": 10,
        "p75": 29
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.5,
        "provider_count": 28,
        "plan_observation_count": 35,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 28,
          "plan_observation_count": 35
        },
        "reliability": "high",
        "members": [
          {
            "provider": "vessel_browser",
            "usd": 5.99
          },
          {
            "provider": "kitsuvo",
            "usd": 6
          },
          {
            "provider": "serve",
            "usd": 9.99
          },
          {
            "provider": "sncro",
            "usd": 11
          },
          {
            "provider": "remote_device_server",
            "usd": 25
          },
          {
            "provider": "browserless",
            "usd": 25
          },
          {
            "provider": "botbrowser",
            "usd": 29
          },
          {
            "provider": "noncelogic_rove",
            "usd": 29
          },
          {
            "provider": "browser_mcp",
            "usd": 29
          },
          {
            "provider": "rtrvr",
            "usd": 29.99
          },
          {
            "provider": "agentsmith",
            "usd": 29.99
          },
          {
            "provider": "hyperbrowser",
            "usd": 30
          },
          {
            "provider": "e2llm",
            "usd": 34
          },
          {
            "provider": "screenshotrender",
            "usd": 49
          },
          {
            "provider": "cbrowser",
            "usd": 49.99
          },
          {
            "provider": "browsercat_mcp_server",
            "usd": 50
          },
          {
            "provider": "cloud_bot_operator",
            "usd": 62.5
          },
          {
            "provider": "manifest",
            "usd": 79
          },
          {
            "provider": "testmuai",
            "usd": 99
          },
          {
            "provider": "browserbase",
            "usd": 99
          },
          {
            "provider": "agentql",
            "usd": 99
          },
          {
            "provider": "skyvern_ai",
            "usd": 149
          },
          {
            "provider": "propzapi",
            "usd": 199
          },
          {
            "provider": "browser_agent_py",
            "usd": 250
          },
          {
            "provider": "simular_ai",
            "usd": 275
          },
          {
            "provider": "opencometai",
            "usd": 299
          },
          {
            "provider": "tabstack_browser_automation",
            "usd": 499
          },
          {
            "provider": "glazyr_viz",
            "usd": 499
          }
        ],
        "p25": 29,
        "p75": 111.5
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199,
        "provider_count": 15,
        "plan_observation_count": 20,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 15,
          "plan_observation_count": 20
        },
        "reliability": "high",
        "members": [
          {
            "provider": "propzapi",
            "usd": 79
          },
          {
            "provider": "snaprender",
            "usd": 79
          },
          {
            "provider": "noncelogic_rove",
            "usd": 99
          },
          {
            "provider": "tabstack_browser_automation",
            "usd": 99
          },
          {
            "provider": "hyperbrowser",
            "usd": 100
          },
          {
            "provider": "notte",
            "usd": 100
          },
          {
            "provider": "remote_device_server",
            "usd": 125
          },
          {
            "provider": "screenshotrender",
            "usd": 199
          },
          {
            "provider": "kernel",
            "usd": 200
          },
          {
            "provider": "cloud_bot_operator",
            "usd": 280
          },
          {
            "provider": "rtrvr",
            "usd": 299.99
          },
          {
            "provider": "browserless",
            "usd": 350
          },
          {
            "provider": "webfuse",
            "usd": 495
          },
          {
            "provider": "smooth",
            "usd": 500
          },
          {
            "provider": "anchorbrowser",
            "usd": 1250
          }
        ],
        "p25": 99.5,
        "p75": 325
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1200,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "botbrowser",
            "usd": 199
          },
          {
            "provider": "cloud_bot_operator",
            "usd": 600
          },
          {
            "provider": "browser_agent_py",
            "usd": 1200
          },
          {
            "provider": "fortress",
            "usd": 2000
          },
          {
            "provider": "browserclaw",
            "usd": 4200
          }
        ],
        "p25": 600,
        "p75": 2000
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 179,
      "listings_with_observed_public_price": 58,
      "normalized_observations": 93,
      "comparable_providers": 41,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "usage_not_monthly": 42,
        "ambiguous_cadence": 16,
        "one_time": 16,
        "promo": 1,
        "free_or_zero": 2,
        "unrankable_or_unparseable": 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": {
      "usage_not_monthly": 42,
      "ambiguous_cadence": 16,
      "one_time": 16,
      "promo": 1,
      "free_or_zero": 2,
      "unrankable_or_unparseable": 2
    },
    "billing_mix": {
      "freemium": 33,
      "subscription": 10,
      "usage": 8,
      "free": 7
    },
    "free_tier_share": 0.69,
    "top_providers": [
      {
        "agent_id": "agent_browser",
        "name": "Agent Browser",
        "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": "agentlimb",
        "name": "Agentlimb",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "AgentLimb",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. AgentLimb is presented as an open-source, locally run product with a listed price of 0USD and no paid plans publicly shown."
        },
        "observed": true
      },
      {
        "agent_id": "agentql",
        "name": "AgentQL",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Professional",
              "monthly_native": 99,
              "monthly_usd": 99,
              "commitment": "monthly",
              "basis": "$99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$0 /monthly",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Professional",
                "price": "$99 /monthly",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free plan; paid from $99/mo",
          "summary": "Free plan; paid from $99/mo. AgentQL offers a free Starter plan, a $99/month Professional plan, usage-based overages, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "agentsmith",
        "name": "AgentSmith",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 9.99,
              "monthly_usd": 9.99,
              "commitment": "monthly",
              "basis": "$9.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$9.99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$29.99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Let's talk",
                "kind": "unknown"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9.99,
          "monthly_usd": 9.99,
          "headline": "From $9.99/mo",
          "summary": "From $9.99/mo. AgentSmith offers Starter at $9.99/month and Pro at $29.99/month, while Custom pricing requires contacting the company."
        },
        "observed": true
      },
      {
        "agent_id": "ai_agentdriven_browser_automat",
        "name": "AI Agent-Driven Browser Automation",
        "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": "browser-automation-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "browser-automation-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agent_browser"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agent_browser"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

52 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
AgentlimbRecords browser tasks once as reusable 'muscles' and replays them so AI tools can drive the real Chrome browser with fewer tokens
mcpFreefree to use—88% livemcp88% live
AgentQLextracts structured data from web pages and interacts with web elements for AI agents using a query language and AI-powered selectors
tool$99from / mo100% above88% livetool100% above median88% live
AgentSmithautomates web browser tasks like clicks, form filling, navigation, scraping, and multi-step workflows from natural language
mcp$9.99from / mo79.8% below88% livemcp79.8% below median88% live
Botbrowserextracts clean markdown content from web pages for LLM agents
mcp$29from / mo41.4% below88% livemcp41.4% below median88% live
Bowmarkprovides pre-computed step-by-step recipes and shortcuts for AI agents to navigate public websites
mcp$10from / mo79.8% below88% livemcp79.8% below median88% live
Browserbaseprovides browser infrastructure that lets AI agents navigate, log in, search, fetch web content, fill forms, and perform actions on websites at scale
tool$20from / mo59.6% below88% livetool59.6% below median88% live
BrowserCat Remote Browser Automationprovides cloud browser infrastructure for web automation tasks including scraping, PDF generation, image creation, form filling, and AI agent web browsing
mcp$50from / mo1% above88% livemcp1% above median88% live
Browserlessprovides hosted headless Chrome browser infrastructure for web scraping, browser automation, screenshots/PDFs, and AI agent browsing
mcp$25from / mo49.5% below88% livemcp49.5% below median88% live
Browserosautomates web tasks via natural-language AI agents inside a browser (clicking, typing, navigating, multi-step workflows, deep research, drafting emails, fillin…
mcpFreefree to use—88% livemcp88% live
Cognitive Browserbrowser automation with cognitive user simulation, visual testing, persona system, and site knowledge
mcp$49.99from / mo1% above88% livemcp1% above median88% live
Glazyr Vizprovides high-speed vision processing for AI agents by bypassing DOM scraping and feeding raw Chromium memory frames directly to agents
mcp$299from / mo504% above88% livemcp504% above median88% live
rovebrowser automation for AI agents using accessibility trees instead of screenshots
mcp$29from / mo41.4% below88% livemcp41.4% below median88% live
NotteProvides browser infrastructure for AI agents — launching concurrent browser sessions, running AI browser agents that navigate and extract from websites via pr…
agent$20from / mo59.6% below88% liveagent59.6% below median88% live
OpencometaiAutonomous browser agent that browses, researches, acts on websites, extracts data, automates multi-step tasks, and produces cited research reports
agent$3.14from / mo93.7% below88% liveagent93.7% below median88% live
PAPie AI AgentAutomates browser tasks in Chrome from natural-language instructions, planning and executing steps via tool calling (DOM actions, cross-tab orchestration, CDP…
agentFree tierpaid plans vary—88% liveagent88% live
Robot ActionsAutonomous QA testing from user stories to defect reporting, mobile and web testing automation, and AI-assisted device control
mcp$125from / mo152.5% above88% livemcp152.5% above median88% live
RtrvrAI web automation, data scraping/extraction, and complex web workflow automation across websites
agent$9.99from / mo79.8% below88% liveagent79.8% below median88% live
screenshotrendertakes screenshots of websites
mcp$10from / mo79.8% below88% livemcp79.8% below median88% live
Skyvern AiAutomates browser-based workflows on any website, including logins, form filling, data extraction, document processing, and accounts payable tasks
mcp$29from / mo41.4% below88% livemcp41.4% below median88% live
SnapRendercaptures screenshots and PDFs of websites with advanced features like device emulation, ad blocking, and content extraction
mcp$9from / mo81.8% below88% livemcp81.8% below median88% live
sncroprovides live browser inspection capabilities for AI coding assistants during development
mcp$6.15from / mo87.6% below88% livemcp87.6% below median88% live
Browser Infrastructure for AI Agentsprovides scalable cloud browser infrastructure for AI agents to scrape, test, and automate web interactions across real browsers
mcp$19from / mo61.6% below88% livemcp61.6% below median88% live
AAginxbrowserAgent-first browser server: one Rust binary with V8 built in. Tiered fetch, multi-engine search, screenshots, downloads, click/eval, persistent login sessions,…
mcpFreefree to use—88% livemcp88% live
Browser Agent Pycontrols a browser to automate real user browsing tasks via natural language instructions (e.g. navigate sites, search, extract data)
mcp$12from / mo75.8% below88% livemcp75.8% below median88% live
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.