com.softperceptronPublished by softperceptron.comOfficial publisherv1.0.1Updated Oct 25, 2026
AI model/agent directory with pricing and comparisons, plus GPU VRAM fit and tokens/sec estimates.
SoftPerceptron's hosted MCP server (softperceptron.com), published by softperceptron.com; no sign-in required; Streamable HTTP; 6 tools.
No AI overview yet: these facts come from the registry entry and the server itself.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/com.softperceptron%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"softperceptron": {
"type": "http",
"url": "https://softperceptron.com/mcp"
}
}
}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'.
kindlimitqueryGet full details for one directory entry by id or common alias (e.g. 'claude', 'gpt', 'gemini'). Returns pricing, specs, provider and links.
idrequiredCompare 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).
arequiredbrequiredCheck 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'.
gpurequiredmodelrequiredquantcontextList the open-weight models supported by the VRAM/can-i-run calculator, with parameter counts and what each is good for.
Takes no parameters.
List the GPUs supported by the VRAM calculator, with VRAM, memory bandwidth and power draw.
Takes no parameters.
83% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.