Agentery pricing intelligence · MCP server profile · Kaggle Mcp 2
MCP server profile · independently tracked by Agentery
Kaggle Mcp 2 logo

Kaggle Mcp 2

↗ github.com/mtrakretech/kaggle-mcp official repository

An open-source MCP server exposing Kaggle’s API to AI clients, with tools for datasets, competitions, kernels, models, forums, benchmarks, submissions, account…

MCP serverPricing checked daily
Agentery value verdictBelow the comparable medianfrom $4/mo
Observed entry price$4/molowest observed monthly
Connection modelMCP serverMCP clients
Pricing observed15 Jul 2026latest priced read of the page
Website liveness26 Oct 2026alive · separate from pricing

What it does

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

Kaggle Mcp 2

An open-source MCP server exposing Kaggle’s API to AI clients, with tools for datasets, competitions, kernels, models, forums, benchmarks, submissions, account…

MCP

Pricing & plans

Observed public pricing for Kaggle Mcp 2, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Team · market position

$4 /mo

97.9% below the Team flat median. Basis: Team flat plans in AI Data Platform, same buyer tier and billing unit, 12 providers, USD monthly, observed 2026-07-15. Separately, across all Team-tier plans in the niche regardless of billing unit (30 providers): cheaper than 18 of them.
this agent · $4
$49.74median $189.50$748.65
pricing observed 2026-07-15 · page rechecked daily · source evidence retained
What should this agent charge?

The current price sits below the comparable median.

pricing recommendation
$4
$49.74–$748.65
$189.50

$4 sits below the observed Team flat range ($49.74–$748.65) — around the 2th 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

97.9% below the Team flat median.

get_provider_profile · plan history

Team observed 2026-07-15.

pricing recommendation

~2nd percentile of comparable Team flat plans (approximate: interpolated between the cohort’s observed quartiles, 12 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.

$4 / month
$4 lowestmedian $189.50$749 highest
Competitive value position. At $4/month, this plan is 97.9% below the Team flat median (12 providers).
2nd
-97.9%
$49.74–$748.65

Is Kaggle Mcp 2 good value?

How its price compares with genuinely comparable providers.

Below the comparable median

Below the comparable median for its buyer tier.

Basis: Team flat plans at the same billing unit (12 providers), USD monthly, pricing observed 2026-07-15. The Team plan ($4/mo) sits 97.9% below that median of $189.5. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$4/mo
Hosting model—
Price benchmarkapplicable
How it compares

Compared with AI Data Platform

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 →

Kaggle Mcp 2's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

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": "kaggle_mcp_2",
  "name": "Kaggle Mcp 2",
  "url": "https://github.com/mtrakretech/kaggle-mcp",
  "logo": "https://github.com/mtrakretech.png?size=200",
  "niche": "ai-data-platform",
  "category": "developer-tools-infra",
  "short_summary": "An open-source MCP server exposing Kaggle’s API to AI clients, with tools for datasets, competitions, kernels, models, forums, benchmarks, submissions, account…",
  "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": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing or paid plan amounts are shown on the available homepage context.",
    "confidence": "medium",
    "source_url": "https://github.com/mtrakretech/kaggle-mcp",
    "checked_at": "2026-10-25T02:12:14.566Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/mtrakretech/kaggle-mcp"
  ],
  "last_checked": "2026-10-25",
  "profile_checked": null,
  "price_checked": "2026-10-25",
  "how_to_connect": {
    "website": "https://github.com/mtrakretech/kaggle-mcp",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "git clone https://github.com/mtrakretech/kaggle-mcp.git cd kaggle-mcp pip install -r requ",
    "repository": "https://github.com/mtrakretech/kaggle-mcp",
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "git clone https://github.com/mtrakretech/kaggle-mcp.git cd kaggle-mcp pip install -r requ",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "e runs sharing the same declared evaluation protocol. Kaggle also offers an official remote MCP server . This community project is independent and is not endorsed by Kagg",
      "url": "https://github.com/mtrakretech/kaggle-mcp",
      "observed_day": "2026-10-25",
      "age_days": 1,
      "hosted_evidence": "wording: \"remote MCP server\"",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"ontext-protocol python Resources Readme MIT license Activity Stars 2 stars Watch\"",
    "observed_day": "2026-10-25",
    "age_days": 1
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/pricing",
      "last_observed_day": "2026-09-20",
      "age_days": 36,
      "verified_day": null,
      "note": "not verified by the page-text gate"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 695,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:38:06.185Z",
    "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."
}