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SoftPerceptron

com.softperceptron/mcp · v1.0.1

Measured by MCP Station

Description written by the publisher, not verified

AI model/agent directory with pricing and comparisons, plus GPU VRAM fit and tokens/sec estimates.

Connect

claude mcp add --transport http mcp https://softperceptron.com/mcp

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

Tools as reported by the server

• 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 agents exist'.
• 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.

Website · JSON · Text for agents · Registry updated 2026-10-22