SoftPerceptron

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "softperceptron": {
      "type": "http",
      "url": "https://softperceptron.com/mcp"
    }
  }
}

6 tools

• search_ai_models

  Search the SoftPerceptron directory of AI models, autonomous agents and token/credit products. Returns pricing, specs and provider for each match. Use this to answer questions like 'what AI models are available', 'cheapest model with a big context window', or 'which coding…

• get_ai_model

  Get full details for one directory entry by id or common alias (e.g. 'claude', 'gpt', 'gemini'). Returns pricing, specs, provider and links.

• compare_ai_models

  Compare two directory entries side by side — pricing, context window, modality and what each is best for. Both must be the same kind (model vs model, agent vs agent).

• can_i_run_model

  Check whether a specific open-weight model fits on a specific GPU: VRAM required, whether it fits, how much headroom, which quantization to use, and an estimated decode speed in tokens/sec. Use for questions like 'can an RTX 4090 run Llama 70B'.

• list_local_models

  List the open-weight models supported by the VRAM/can-i-run calculator, with parameter counts and what each is good for.

• list_gpus

  List the GPUs supported by the VRAM calculator, with VRAM, memory bandwidth and power draw.

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