modelpiper.com WebMCP Tools, Schemas & Agent Capabilities

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live Unverified (seed import) AI & Agents 11 tools imperative implementation

Talk to your Mac with ToolPiper. Everything Ollama does, free, plus the over 450 tools no model runner has. No config, no cloud bill.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 11 · Act 0 · Transact 0 · Score: Not yet scored

Tool inspector

check_model_fit

answer imperative

Will a local AI model run on a given Apple Silicon Mac? Returns a verdict (good, tight, oversize, unknown), the quantization that fits, memory needed, and estimated speed, from ModelPiper's Fit calculator.

Page: /

Input schema

Property	Type	Required	Description
`model`	string	yes	Model id or name, e.g. "meta-llama/Llama-3.1-8B-Instruct" or "qwen3 8b".
`chip`	string	yes	Apple Silicon chip, e.g. "M1", "M2 Max", "M4 Pro".
`ramGb`	number	yes	Unified memory in GB.

Raw JSON schema

{
  "type": "object",
  "properties": {
    "model": {
      "type": "string",
      "description": "Model id or name, e.g. \"meta-llama/Llama-3.1-8B-Instruct\" or \"qwen3 8b\"."
    },
    "chip": {
      "type": "string",
      "description": "Apple Silicon chip, e.g. \"M1\", \"M2 Max\", \"M4 Pro\"."
    },
    "ramGb": {
      "type": "number",
      "minimum": 8,
      "maximum": 512,
      "description": "Unified memory in GB."
    }
  },
  "required": [
    "model",
    "chip",
    "ramGb"
  ],
  "additionalProperties": false
}