AI model/agent directory with pricing and comparisons, plus GPU VRAM fit and tokens/sec estimates.
Connect Remote server
claude mcp add --transport http mcp https://softperceptron.com/mcp
{
"mcpServers": {
"mcp": {
"url": "https://softperceptron.com/mcp"
}
}
}
{
"servers": {
"mcp": {
"type": "http",
"url": "https://softperceptron.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://softperceptron.com/mcp
Tools 6 found in our last check
search_ai_modelsSearch 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 agent…
get_ai_modelGet full details for one directory entry by id or common alias (e.g. 'claude', 'gpt', 'gemini'). Returns pricing, specs, provider and links.
compare_ai_modelsCompare 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_modelCheck 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_modelsList the open-weight models supported by the VRAM/can-i-run calculator, with parameter counts and what each is good for.
list_gpusList the GPUs supported by the VRAM calculator, with VRAM, memory bandwidth and power draw.
Details
| Endpoint | https://softperceptron.com/mcp (Streamable HTTP) |
| First published | 12 Nov 2026 |
| Last updated | 12 Nov 2026 |
| Registry name | com.softperceptron/mcp |
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