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.
This listing identifies a third-party MCP server. MCPBundles is not affiliated with, sponsored by, or endorsed by the service or its operator unless stated on this page.
https://softperceptron.com/https://softperceptron.com/mcpLast probed Nov 3, 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.
Schemas and invoke metadata: Directory API
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 publishes this directory for MCP discovery. Except where we host or operate an offering, third-party services run under their own terms. Product and company names on this page are used in a descriptive, identifying way (including under nominative fair use where applicable); they remain the property of their owners. Nothing here grants you rights in those marks, and nothing here is an offer to sell a third party's services. Terms · Request removal
Other MCP servers in this category from the directory index
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.
Request removal from the MCPBundles directory. We stop publishing this listing on mcpbundles.com.
MCPBundles is an independent platform built on the open Model Context Protocol standard. MCPBundles is not affiliated with, sponsored by, or endorsed by Anthropic PBC.