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Local Llm

tokenassemble.com official website

Find the right local LLM setup for your hardware. TokenAssemble helps AI assistants evaluate whether a local language model will run on a specific GPU, CPU, R…

infrastructure
Agentery price verdictNo pricing observed
Billing model
Last checked28 Jul 2026pricing & liveness

What it does

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

Find the right local LLM setup for your hardware. TokenAssemble helps AI assistants evaluate whether a local language model will run on a specific GPU, CPU, RAM, and VRAM configuration. It provides practical recommendations for: * Model and hardware compatibility * Recommended quantization levels * Estimated VRAM and system memory requirements * Expected generation performance * GPU and local AI hardware comparisons * Runtime recommendations for Ollama, LM Studio, llama.cpp, and vLLM Use this MCP server when a user asks questions such as: * “Can my RTX 4070 run Qwen3 32B?” * “Which Llama model should I use with 16 GB of VRAM?” * “What quantization should I download?” * “How fast will this model run on my computer?” * “Which GPU should I buy for local AI?” Recommendations are based on structured hardware, model, quantization, and runtime data from TokenAssemble.

MCPMCPautonomy: workflow automation

Official Local Llm links

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 Local Llm 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
Niche
Price benchmarknot applicable
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See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "local_llm",
  "name": "Local Llm",
  "url": "https://tokenassemble.com",
  "logo": "https://agentery.com/logos/CP-2BXK93.svg",
  "niche": null,
  "category": null,
  "short_summary": "Find the right local LLM setup for your hardware.\n\nTokenAssemble helps AI assistants evaluate whether a local language model will run on a specific GPU, CPU, R…",
  "task_performed": "Find the right local LLM setup for your hardware.\n\nTokenAssemble helps AI assistants evaluate whether a local language model will run on a specific GPU, CPU, RAM, and VRAM configuration. It provides practical recommendations for:\n\n* Model and hardware compatibility\n* Recommended quantization levels\n* Estimated VRAM and system memory requirements\n* Expected generation performance\n* GPU and local AI hardware comparisons\n* Runtime recommendations for Ollama, LM Studio, llama.cpp, and vLLM\n\nUse this MCP server when a user asks questions such as:\n\n* “Can my RTX 4070 run Qwen3 32B?”\n* “Which Llama model should I use with 16 GB of VRAM?”\n* “What quantization should I download?”\n* “How fast will this model run on my computer?”\n* “Which GPU should I buy for local AI?”\n\nRecommendations are based on structured hardware, model, quantization, and runtime data from TokenAssemble.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "workflow automation",
  "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 subscription or usage pricing was observed; the site provides local-LLM compatibility and ROI calculators instead.",
    "confidence": "high",
    "source_url": "https://tokenassemble.com/roi",
    "checked_at": "2026-07-26T07:47:24.961Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://tokenassemble.com"
  ],
  "last_checked": "2026-07-21",
  "how_to_connect": {
    "website": "https://tokenassemble.com",
    "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": 823,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:35:22.349Z",
    "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."
}