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Modelrunner

modelrunner.ai/mcp official website

<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+…

MCP serverPricing checked daily
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$0.01/molowest observed monthly
Connection modelMCP serverMCP clients
Last checked28 Jul 2026pricing & liveness

What it does

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

<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+ AI models — text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. One connection exposes every model as a callable tool: search the catalog, inspect a model's input schema, run inference with run_model, and get results back as hosted URLs directly in the conversation. Unlike single-vendor MCP servers, ModelRunner aggregates models from multiple providers behind one endpoint and one billing account — pay-per-use credits, no subscription. Authorization is OAuth 2.1: your assistant opens a browser window once; no API key is ever pasted into a config file. Beyond inference, the server can upload local files for use as model inputs and author reusable "wrappers" — simplified, purpose-built inte

MCPMCPautonomy: workflow automation

Pricing & plans

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

Pricing · observed daily
per · market position

$0.01 /

100% below the median.
this agent · $0.01
$29median $57$114
observed 2026-07-28 · rechecked daily · source evidence retained
What should this agent charge?

The current price is deliberately competitive.

pricing recommendation
$0.01
$29$114
$57

$0.01 is positioned against a $29–$114 observed middle market.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

100% below the median.

get_agent_profile · plan history

per observed 2026-07-28.

pricing recommendation

Percentile unavailable for this basis.

confidence

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.

$0.01 / month
$1 lowestmedian $57$171 highest
Competitive value position. At $0.01/month, this plan is 100% below the niche median.
1st
-100%
$29$114

Is Modelrunner good value?

How its price compares with genuinely comparable providers.

Not enough peers

Not enough evidence yet to call it good — or poor — value.

Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.

Observed commercial price$0.01/mo
Hosting model
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.

View the full niche →

Comparable LLM Serving Infrastructure

Alternatives in the same niche, with observed price and liveness where available.

View the full niche →
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "modelrunner_mcp",
  "name": "Modelrunner",
  "url": "https://modelrunner.ai/mcp",
  "logo": "https://agentery.com/logos/CP-VS8T9F.svg",
  "niche": "llm-serving-infrastructure",
  "category": "developer-tools-infra",
  "short_summary": "<a href=\"https://modelrunner.ai\">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+…",
  "task_performed": "<a href=\"https://modelrunner.ai\">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+ AI models — text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. One connection exposes every model as a callable tool: search the catalog, inspect a model's input schema, run inference with run_model, and get results back as hosted URLs directly in the conversation.\n\nUnlike single-vendor MCP servers, ModelRunner aggregates models from multiple providers behind one endpoint and one billing account — pay-per-use credits, no subscription. Authorization is OAuth 2.1: your assistant opens a browser window once; no API key is ever pasted into a config file. Beyond inference, the server can upload local files for use as model inputs and author reusable \"wrappers\" — simplified, purpose-built inte",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Paid (price not published)",
    "summary": "ModelRunner publicly lists pay-as-you-go USD rates for 135 AI models, with no monthly fees and charges generally measured per output, second, or megapixel.",
    "confidence": "high",
    "source_url": "https://modelrunner.ai/pricing",
    "checked_at": "2026-07-28T05:34:43.822Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Nano Banana 2 Lite Text to Image",
        "price": "$0.034",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "Wan 2.2 Animate Move",
        "price": "$0.15",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per second"
        ],
        "price_annual": null
      },
      {
        "name": "Kling 3.0 Motion Control",
        "price": "$0.168",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per second"
        ],
        "price_annual": null
      },
      {
        "name": "Seedream 5.0 Pro Image Editing",
        "price": "$0.09",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "Seedance 1.0 Pro Fast",
        "price": "$0.03",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "Per second"
        ],
        "price_annual": null
      },
      {
        "name": "Stable Audio 2.5 Audio-to-Audio",
        "price": "$0.2",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "Recraft V4.1",
        "price": "$0.035",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "Recraft V4.1 Pro",
        "price": "$0.21",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "HiDream I1 Full Image-to-Image",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per megapixel"
        ],
        "price_annual": null
      },
      {
        "name": "HiDream I1 Dev",
        "price": "$0.03",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per megapixel"
        ],
        "price_annual": null
      },
      {
        "name": "Stable Diffusion 3.5 Large Turbo",
        "price": "$0.015",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per megapixel"
        ],
        "price_annual": null
      },
      {
        "name": "Grok Imagine Image Edit",
        "price": "$0.022",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "Grok Imagine Image",
        "price": "$0.02",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "FLUX.2 [flex]",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "0–1MP"
        ],
        "price_annual": null
      },
      {
        "name": "Florence-2 Large Dense Region Caption",
        "price": "$0.01",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per output"
        ],
        "price_annual": null
      },
      {
        "name": "FLUX.2 [pro]",
        "price": "$0.03",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "0–1MP"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://modelrunner.ai/mcp"
  ],
  "last_checked": "2026-07-08",
  "how_to_connect": {
    "website": "https://modelrunner.ai/mcp",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 962,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:36:01.950Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}