Agentery pricing intelligence · MCP server profile · crawlforge-mcp
MCP server profile · independently tracked by Agentery
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crawlforge-mcp

↗ crawlforge.dev official website

web scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot dete…

MCP serverPricing checked daily
Agentery value verdictBelow the comparable medianfrom $16/mo
Observed entry price$16/molowest observed monthly
Connection modelMCP serverMCP clients
Pricing observed22 Oct 2026latest priced read of the page
Website liveness22 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

web scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot detection bypass

URLs, web pages, PDFs, DOCs, search queries, custom schemas, document formats → structured data, markdown content, plain text, metadata, summaries, research reports, SERP results, extracted links
MCPClaude DesktopCursorLangChainLlamaIndexn8nVercel AI SDKOpenAIMCPSDKautonomy: infrastructure

Pricing & plans

Observed public pricing for crawlforge-mcp, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Hobby · market position

$16 /mo

15.8% below the Individual flat median. Basis: Individual flat plans in Web Scraping Agent, same buyer tier and billing unit, 28 providers, USD monthly, observed 2026-10-22. Separately, across all Individual-tier plans in the niche regardless of billing unit (45 providers): cheaper than 24 of them.
this agent · $16
$15median $19$30.95
pricing observed 2026-10-22 · page rechecked daily · source evidence retained
What should this agent charge?

The current price sits below the comparable median.

pricing recommendation
$16
$15–$30.95
$19

$16 sits inside the observed Individual flat range ($15–$30.95) — around the 31th percentile of observed prices — squarely at market.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

15.8% below the Individual flat median.

get_provider_profile · plan history

Hobby observed 2026-10-22.

pricing recommendation

~31st percentile of comparable Individual flat plans (approximate: interpolated between the cohort’s observed quartiles, 28 providers).

confidence

high; source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$16 / month
$15 lowestmedian $19$57 highest
Competitive value position. At $16/month, this plan is 15.8% below the Individual flat median (28 providers).
31st
-15.8%
$15–$30.95

Is crawlforge-mcp good value?

How its price compares with genuinely comparable providers.

Below the comparable median

Below the comparable median for its buyer tier.

Basis: Individual flat plans at the same billing unit (28 providers), USD monthly, pricing observed 2026-10-22. The Hobby plan ($16/mo) sits 15.8% below that median of $19. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$16/mo
Position among MCP serversLower-mid priced among MCP servers · 25 priced · normal
Hosting model—
Price benchmarkapplicable
How it compares

Compared with Web Scraping Agent

Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.

View the full niche →

crawlforge-mcp's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $16/mo (entry prices of 7 priced of 50 nearest products, any tier or billing unit) — crawlforge-mcp is 0% at it.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "crawlforge_mcp",
  "name": "crawlforge-mcp",
  "url": "https://www.crawlforge.dev/",
  "logo": "https://agentery.com/logos/CP-PDE9GZ.svg",
  "niche": "web-scraping-agent",
  "category": "developer-tools-infra",
  "short_summary": "web scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot dete…",
  "task_performed": "web scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot detection bypass",
  "inputs_accepted": [
    "URLs",
    "web pages",
    "PDFs",
    "DOCs",
    "search queries",
    "custom schemas",
    "document formats"
  ],
  "outputs_produced": [
    "structured data",
    "markdown content",
    "plain text",
    "metadata",
    "summaries",
    "research reports",
    "SERP results",
    "extracted links",
    "sentiment analysis"
  ],
  "integrations_available": [
    "MCP",
    "Claude Desktop",
    "Cursor",
    "LangChain",
    "LlamaIndex",
    "n8n",
    "Vercel AI SDK",
    "OpenAI",
    "Windsurf",
    "Ollama"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "SDK"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 16,
    "monthly_usd": 16,
    "headline": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually",
    "commercial": {
      "entry_offer": {
        "line": "Hobby",
        "monthly_native": 16,
        "monthly_usd": 16,
        "commitment": "monthly",
        "basis": "$16/month",
        "billing_verified": true
      },
      "annual_option": {
        "line": "Hobby (annual billing)",
        "monthly_equivalent_native": 15.83,
        "total_native": 190
      },
      "currency": "USD",
      "notes": [
        "other prices: One-time credit packs $3 (one-time)"
      ],
      "lines": [
        {
          "name": "Free",
          "price": "$0/month",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Hobby",
          "price": "$16/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Hobby (annual billing)",
          "price": "$190/year billed yearly",
          "kind": "base_subscription",
          "billed": "annually"
        },
        {
          "name": "Professional",
          "price": "$83/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Professional (annual billing)",
          "price": "$990/year billed yearly",
          "kind": "base_subscription",
          "billed": "annually"
        },
        {
          "name": "Business",
          "price": "$333/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Business (annual billing)",
          "price": "$3,990/year billed yearly",
          "kind": "base_subscription",
          "billed": "annually"
        },
        {
          "name": "One-time credit packs",
          "price": "$3",
          "kind": "one_off",
          "billed": "one_off"
        }
      ]
    },
    "summary": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually. CrawlForge offers a permanent free tier with 1,000 one-time credits, paid monthly subscriptions from $16/month, annual billing options, and one-time credit packs starting at $3.",
    "confidence": "high",
    "source_url": "https://www.crawlforge.dev/pricing",
    "checked_at": "2026-10-22T01:34:09.318Z",
    "amount": 16,
    "display": "From $16/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0/month",
        "period": "month",
        "persona": "free",
        "highlights": [
          "1,000 one-time credits",
          "Access to all 29 tools",
          "API access",
          "Community support"
        ],
        "price_annual": null
      },
      {
        "name": "Hobby",
        "price": "$16/month",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "5,000 credits/month",
          "60,000 credits/year",
          "Unused credits roll over",
          "Webhook notifications",
          "Email support"
        ],
        "price_annual": "$190/year billed yearly"
      },
      {
        "name": "Professional",
        "price": "$83/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "50,000 credits/month",
          "600,000 credits/year",
          "Advanced usage analytics",
          "Custom rate limits",
          "Priority email support"
        ],
        "price_annual": "$990/year billed yearly"
      },
      {
        "name": "Business",
        "price": "$333/month",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "250,000 credits/month",
          "3,000,000 credits/year",
          "Dedicated account manager",
          "SLA guarantee",
          "Priority email and chat support"
        ],
        "price_annual": "$3,990/year billed yearly"
      },
      {
        "name": "One-time credit packs",
        "price": "$3",
        "usage": true,
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "Top-ups available instead of a subscription",
          "Purchased in the dashboard"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "99.9% Uptime SLA",
    "10K+ API Calls Daily",
    "<500ms average response time"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://www.crawlforge.dev/"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://www.crawlforge.dev/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://www.crawlforge.dev/pricing",
      "last_observed_day": "2026-10-22",
      "age_days": 1,
      "verified_day": "2026-10-22",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 35,
    "group": "Data access and scraping tools",
    "change_90d_pct": 1.99,
    "fair_price_by_tier_monthly_usd": {
      "individual": 19,
      "pro": 67.31,
      "team / small business": 116.3,
      "enterprise": 999.5
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/35"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 164,
    "uptime_7d": 1,
    "checked_at": "2026-10-22T02:34:12.590Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}