SoftPerceptron
Best AI models list and AI agents directory for 2026. Compare top AI coding tools, AI IDEs, autonomous AI software engineers, AI writing assistants, multimodal AI models and multi-agent orchestration frameworks.
https://softperceptron.com/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://softperceptron.com/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 18, 2026 · softperceptron.com
6tools discovered
Search Ai Models
Search the SoftPerceptron directory of AI models, autonomous agents and token/credit products.
Get Ai Model
Get full details for one directory entry by id or common alias (e.g.
Compare Ai Models
Compare two directory entries side by side — pricing, context window, modality and what each is best for.
Can I Run Model
Check whether a specific open-weight model fits on a specific GPU: VRAM required, whether it fits, how much headroom, w…
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.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsBest AI models list and AI agents directory for 2026. Compare top AI coding tools, AI IDEs, autonomous AI software engineers, AI writing assistants, multimodal AI models and multi-agent orchestration frameworks.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
Request removal if you do not want SoftPerceptron listed here, or claim the listing if you want to manage it on MCPBundles.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
MCPBundles probed 6 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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