SoftPerceptron

com.softperceptron/mcpVersion 1.0.2

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

Status

Responds768 msNov 14, 2026, 14:16 UTCAnswered our handshake without sign-in.

Registry data may be out of date

We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 14:16 UTC
Latency: 768 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://softperceptron.com/mcpResponds768 msNov 14, 2026, 14:16 UTC

No sign-in

Claude Code

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

Claude Desktop and claude.ai

1
2
3

Settings > Connectors > Add custom connector
Name: softperceptron
Remote MCP server URL: https://softperceptron.com/mcp

Cursor

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

VS Code

code --add-mcp '{"name":"softperceptron","type":"http","url":"https://softperceptron.com/mcp"}'

Built your own server? run.zero hosts MCP servers on European infrastructure.

Host your own MCP server on run.zero

Tools

6 tools

Tools of SoftPerceptron
	Description		Read-only	Idempotent	Open world
`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'.	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'.	No	Yes	Yes	No
`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).	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).	No	Yes	Yes	No
`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.	Get full details for one directory entry by id or common alias (e.g. 'claude', 'gpt', 'gemini'). Returns pricing, specs, provider and links.	No	Yes	Yes	No
`list_gpus`List the GPUs supported by the VRAM calculator, with VRAM, memory bandwidth and power draw.	List the GPUs supported by the VRAM calculator, with VRAM, memory bandwidth and power draw.	No	Yes	Yes	No
`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 the open-weight models supported by the VRAM/can-i-run calculator, with parameter counts and what each is good for.	No	Yes	Yes	No
`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'.	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'.	No	Yes	Yes	No

Details

Registry status: Active
Published: Nov 12, 2026
Updated: Nov 12, 2026
Website: https://softperceptron.com/⁠ (opens in a new tab)
Repository: Not given
Categories (suggested): AI modelsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

Are you the operator? Claim this listing