Agentery pricing intelligence · MCP server profile · Opentakeoff
MCP server profile · independently tracked by Agentery
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Opentakeoff

↗ kentucky-ai.com official website

Open-source PDF takeoff and estimating tool for construction trades. Supports browser-based plan measurement, room detection, quantity calculations, materials…

MCP serverPricing checked daily
Agentery value verdictBelow the comparable medianfrom $99/mo
Observed entry price$99/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.

Opentakeoff

Open-source PDF takeoff and estimating tool for construction trades. Supports browser-based plan measurement, room detection, quantity calculations, materials…

MCP

Pricing & plans

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

Pricing · observed daily
Individual Pro · market position

$99 /mo

27.7% below the Pro flat median. Basis: Pro flat plans in Construction Estimating Takeoff, same buyer tier and billing unit, 4 providers, USD monthly, observed 2026-10-22. Thin evidence — fewer than five comparable providers; treat as indicative. Separately, across all Pro-tier plans in the niche regardless of billing unit (10 providers): cheaper than 3 of them.
this agent · $99
$69median $137$274
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
$99
$69–$274
$137

$99 sits below the observed Pro flat range ($116.45–$157.55) — around the 36th percentile of observed prices. It reads as a value play; make sure the margin still works.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

27.7% below the Pro flat median.

get_provider_profile · plan history

Individual Pro observed 2026-10-22.

pricing recommendation

~36th percentile of comparable Pro flat plans (approximate: interpolated between the cohort’s observed quartiles, 4 providers).

confidence

thin (thin cohort); 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.

$99 / month
$69 lowestmedian $137$411 highest
Competitive value position. At $99/month, this plan is 27.7% below the Pro flat median (4 providers).
—
-27.7%
$69–$274

Is Opentakeoff good value?

How its price compares with genuinely comparable providers.

Below the comparable median

Below the comparable median for its buyer tier.

Basis: Pro flat plans at the same billing unit (4 providers), USD monthly, pricing observed 2026-10-22. The Individual Pro plan ($99/mo) sits 27.7% below that median of $137. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$99/mo
Hosting model—
Price benchmarkapplicable
How it compares

Compared with Construction Estimating Takeoff

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 →

Opentakeoff's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $82.63/mo (entry prices of 18 priced of 50 nearest products, any tier or billing unit) — Opentakeoff is 20% above 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": "opentakeoff",
  "name": "Opentakeoff",
  "url": "https://kentucky-ai.com",
  "logo": "https://agentery.com/logos/CP-TZB7K2.svg",
  "niche": "construction-estimating-takeoff",
  "category": "engineering-construction",
  "short_summary": "Open-source PDF takeoff and estimating tool for construction trades. Supports browser-based plan measurement, room detection, quantity calculations, materials…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 99,
    "monthly_usd": 99,
    "headline": "Free plan; paid from $99/mo",
    "commercial": {
      "entry_offer": {
        "line": "Individual Pro",
        "monthly_native": 99,
        "monthly_usd": 99,
        "commitment": "monthly",
        "basis": "$99/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0 forever",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Individual Pro",
          "price": "$99/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Team Pro",
          "price": "$299/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Enterprise",
          "price": "Custom",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free plan; paid from $99/mo. Kentucky AI offers a permanent open-source free tier, Individual Pro at $99/month, Team Pro at $299/month, and custom Enterprise pricing.",
    "confidence": "high",
    "source_url": "https://kentucky-ai.com/",
    "checked_at": "2026-10-22T02:37:10.848Z",
    "amount": 99,
    "display": "From $99/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0 forever",
        "period": null,
        "persona": "free",
        "highlights": [
          "Open source under AGPL-3.0",
          "Browser takeoff app",
          "MCP server for AI agents",
          "Bring your own AI key"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Individual Pro",
        "price": "$99/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "1 seat",
          "300 AI credits a month",
          "Private hosted workspace",
          "Estimates, bids, and POs"
        ],
        "promo_note": "7-day free trial; billed monthly after the trial until cancellation",
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Team Pro",
        "price": "$299/month",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "3 seats",
          "800 shared AI credits a month",
          "+$89 per additional seat",
          "Live team editing and comments"
        ],
        "promo_note": "7-day free trial; billed monthly after the trial until cancellation",
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Seats and credits sized to the team",
          "Onboarding on custom plans",
          "Custom trade suites",
          "Contact us"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://kentucky-ai.com",
    "https://github.com/Kentucky-ai/opentakeoff"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://kentucky-ai.com",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": "https://github.com/kentucky-ai/opentakeoff",
    "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": {
      "sources": [
        "page_text:licence"
      ],
      "excerpt": null,
      "url": "https://kentucky-ai.com/",
      "observed_day": "2026-10-22",
      "age_days": 0,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "AGPL",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"REE OPEN SOURCE $0forever OPEN SOURCE · AGPL-3.0 Browser takeoff app MCP server\"",
    "observed_day": "2026-10-22",
    "age_days": 0
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://kentucky-ai.com/",
      "last_observed_day": "2026-10-22",
      "age_days": 0,
      "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": 73,
    "group": "Construction estimating and compliance",
    "change_90d_pct": 0.33,
    "fair_price_by_tier_monthly_usd": {
      "individual": 34.42,
      "pro": 99,
      "team / small business": 126.01,
      "enterprise": null
    },
    "broad_market": true,
    "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/73"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 383,
    "uptime_7d": 1,
    "checked_at": "2026-10-22T02:40:58.034Z",
    "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."
}