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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 value verdictBelow the comparable medianfrom $0/mo
Observed entry price$0/molowest observed monthly
Connection modelMCP serverMCP clients
Pricing observed23 Oct 2026latest priced read of the page
Website liveness23 Oct 2026alive · separate from pricing

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 token · market position

$0.00 /token

96.2% below the median. Basis: comparable plans in LLM Serving Infrastructure, same buyer tier and billing unit, USD monthly, observed 2026-10-23. Separately, across all same-tier-tier plans in the niche regardless of billing unit (13 providers): cheaper than 8 of them.
this agent · $0.00
$0median $0.00$0
pricing observed 2026-10-23 · page rechecked daily · source evidence retained
What should this agent charge?

The current price sits below the comparable median.

pricing recommendation
$0.00
$0–$0
$0.00

$0.00 is positioned against a $0–$0 observed middle market.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

96.2% below the median.

get_provider_profile · plan history

per token observed 2026-10-23.

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.

$3e-7 / month
$1 lowestmedian $0.00$0 highest
Competitive value position. At $3e-7/month, this plan is 96.2% below the cohort median.
—
-96.2%
$0–$0

Is Modelrunner good value?

How its price compares with genuinely comparable providers.

Below the comparable median

Below the comparable median for its buyer tier.

Basis: same-tier-tier plans in the niche, any billing unit (13 providers), USD monthly, pricing observed 2026-10-23. The per token plan ($3e-7/mo) sits 96.3% below that median of $0. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$3e-7/mo
Hosting model—
Price benchmarkapplicable
How it compares

Compared with LLM Serving Infrastructure

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 →

Modelrunner'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)
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  "niche": "llm-serving-infrastructure",
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  "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",
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          "line": "Qwen3-TTS Voice Clone",
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          "line": "Demucs",
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          "text": "$0 per second"
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        {
          "line": "PixVerse Lip Sync",
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          "line": "GFPGAN",
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          "line": "Fast Image Resizer",
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          "text": "$0 per second"
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          "line": "LatentSync 1.0",
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          "text": "$0.01 per second"
        },
        {
          "line": "BiRefNet Background Removal",
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          "text": "$0 per second"
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        {
          "line": "Kokoro-82M",
          "per": "per second",
          "text": "$0 per second"
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        {
          "line": "Rodin Gen-2 by Hyper3D",
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          "name": "Nano Banana 2.1",
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        {
          "name": "TRELLIS",
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          "name": "GPT Image 2.5 Sunburst",
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          "unit": "output",
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          "name": "Spleeter",
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          "unit": "output",
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        {
          "name": "GPT Image 2.5 Flare",
          "price": "$0.0453 per output",
          "kind": "usage_rate",
          "unit": "output",
          "billed": "usage"
        },
        {
          "name": "Demucs",
          "price": "$0.0014 per second",
          "kind": "usage_rate",
          "unit": "second",
          "billed": "usage"
        },
        {
          "name": "PixVerse Lip Sync",
          "price": "$0.04 per second",
          "kind": "usage_rate",
          "unit": "second",
          "billed": "usage"
        },
        {
          "name": "GFPGAN",
          "price": "$0.000975 per second",
          "kind": "usage_rate",
          "unit": "second",
          "billed": "usage"
        },
        {
          "name": "Qwen3.8-Max",
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          "kind": "usage_rate",
          "unit": "1m token",
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          "name": "Fast Image Resizer",
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          "unit": "second",
          "billed": "usage"
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          "name": "LatentSync 1.0",
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          "kind": "usage_rate",
          "unit": "second",
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    "confidence": "high",
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        "name": "Kling 3.0",
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        "period": "usage",
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      },
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        "name": "TRELLIS",
        "price": "$0.08 per output",
        "usage": true,
        "period": "usage",
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        "name": "GPT Image 2.5 Sunburst",
        "price": "$0.0453 per output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
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        ],
        "promo_note": null,
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      },
      {
        "name": "Spleeter",
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        "usage": true,
        "period": "usage",
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        ],
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        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "GPT Image 2.5 Flare",
        "price": "$0.0453 per output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Text to Image"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Demucs",
        "price": "$0.0014 per second",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Audio to Audio"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "PixVerse Lip Sync",
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        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Video to Video"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "GFPGAN",
        "price": "$0.000975 per second",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Image to Image"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Qwen3.8-Max",
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        "usage": true,
        "period": "usage",
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        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Fast Image Resizer",
        "price": "$0.00045 per second",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
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          "Keep aspect ratio: true"
        ],
        "promo_note": null,
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        "price_annual": null
      },
      {
        "name": "LatentSync 1.0",
        "price": "$0.014 per second",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Video to Video"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "BiRefNet Background Removal",
        "price": "$0.002 per second",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Image to Image",
          "Variant: general"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Kokoro-82M",
        "price": "$0.000225 per second",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Text to Audio"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Rodin Gen-2 by Hyper3D",
        "price": "$0.399 per output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Text/Image"
        ],
        "promo_note": null,
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      }
    ],
    "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": "2026-10-23",
  "profile_checked": "2026-07-08",
  "price_checked": "2026-10-23",
  "how_to_connect": {
    "website": "https://modelrunner.ai/mcp",
    "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://modelrunner.ai/pricing",
      "last_observed_day": "2026-10-23",
      "age_days": 1,
      "verified_day": "2026-10-23",
      "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": 34,
    "group": "AI model platform tools",
    "change_90d_pct": 8.15,
    "fair_price_by_tier_monthly_usd": {
      "individual": 13.95,
      "pro": 25,
      "team / small business": 99,
      "enterprise": 499
    },
    "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/34"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 699,
    "uptime_7d": 1,
    "checked_at": "2026-10-23T02:40:05.334Z",
    "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."
}