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Env Doctor

↗ mitulgarg.github.io/env-doctor official website

GPU environment diagnostic tool that detects and fixes CUDA/driver/library mismatches for Python AI developers. Exposes diagnostics via MCP server for AI assis…

agent framework
Agentery price verdictNo pricing observed
Billing model—
Last observation31 Oct 2026pricing pages rechecked daily
Website liveness31 Oct 2026alive · separate from pricing

What it does

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

Env Doctor

GPU environment diagnostic tool that detects and fixes CUDA/driver/library mismatches for Python AI developers. Exposes diagnostics via MCP server for AI assis…

MCP
Price status · observed daily

No public commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Is Env Doctor good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

No price benchmark

No public commercial pricing observed.

Agentery has not observed a public price for this provider. No price does not mean free.

Observed commercial pricenone
NicheAI Compute Optimization Infra
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare capability, compatibility and operational cost against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

View the full niche →

Env Doctor'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": "env_doctor",
  "name": "Env Doctor",
  "url": "https://mitulgarg.github.io/env-doctor/",
  "logo": "https://www.google.com/s2/favicons?domain=mitulgarg.github.io&sz=128",
  "niche": "ai-compute-optimization-infra",
  "category": "developer-tools-infra",
  "short_summary": "GPU environment diagnostic tool that detects and fixes CUDA/driver/library mismatches for Python AI developers. Exposes diagnostics via MCP server for AI assis…",
  "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": "free",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Env-Doctor",
          "price": "0USD",
          "kind": "free",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free. Env-Doctor is publicly listed at $0 with no paid plan details shown.",
    "confidence": "medium",
    "source_url": "https://mitulgarg.github.io/env-doctor/",
    "checked_at": "2026-10-31T01:17:17.221Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Env-Doctor",
        "price": "0USD",
        "period": null,
        "persona": "free",
        "highlights": []
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_framework",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://mitulgarg.github.io/env-doctor/"
  ],
  "last_checked": "2026-10-31",
  "profile_checked": null,
  "price_checked": "2026-10-31",
  "how_to_connect": {
    "website": "https://mitulgarg.github.io/env-doctor/",
    "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://mitulgarg.github.io/env-doctor/",
      "last_observed_day": "2026-10-31",
      "age_days": 0,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "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": 256,
    "uptime_7d": 1,
    "checked_at": "2026-10-31T02:35:16.374Z",
    "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."
}