Exposes the full Plexim PLECS Standalone JSON-RPC interface as MCP tools, letting agents auto-start and connect to PLECS to load and edit models, run simulations and analyses, manipulate scopes and webserver data, and perform code generation or FMU export with structured, size-aware results. Includes write guardrails, concurrency handling for long simulations, and batch/raw passthrough escape hatches.

Enables an AI agent or any MCP host to discover and call keyless web search, safe arithmetic, constrained HTTP fetching, and current-time tools over stdio, with model tool-calling powered by Groq's free API or local Ollama.

Enables agents to run multi-engine web searches, find GitHub repositories, and fetch web pages as Markdown with headless-browser fallback and automatic system-proxy support.

Enables AI agents to set up, launch, monitor, and manage LoRA training runs through the ai-toolkit web UI API, including datasets, captions, job configuration, checkpoints, logs, loss curves, and sample images.

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

Lightweight agent multiplexer, all in one Web dashboard

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

Give your coding agent better UI taste. Build and polish web and iOS interfaces with Uizze's anti-ui-slop playbooks and optional real-product references. Use for UI design, implementation, redesign, critique, or a final visual review in Claude Code, Codex, Cursor, or Copilot.

Logs your AI agent into websites, catches verification codes, and asks you before anything risky.

Research, inference, data/web/email tools, and x402 conformance, service catalog and grade feeds.

Turn finished agent work into a shareable, updatable web page that opens in WeChat. OAuth required.

Is your website ready for AI agents? 0-100 score, A-F grade and fixes. By Crypto Money Maker

Look at what your website or online store tells crawlers, link previews and AI agents.

Prompt your Build & Ship agent to create web pages and publish them to your CDN, Git or API.

Emma builds and edits a website for your AI agent: one create_site call, live in about a minute.

Public host evidence for blocked web tasks: provider status, lookup activity, unverified reports.

Paid web research, fact-check, page summary and extraction for AI agents (USDC via x402).

Search one ClearMakes agent's knowledge: your documents, website pages and Drive files.

Public URLs for AI agents to catch webhooks, OAuth redirects, job callbacks and approval clicks.

Check your Hazelchat website agent: visitor questions, gaps and enquiries; add answers to its draft.

Read and manage your Darwin website AI agent: conversations, leads, meetings, knowledge and tests.

Audit a website for AI-agent readiness and GEO. Knowledge base on SEO, GEO and AI agents (de/en/sk).

Scan a web page the way an AI agent reads it, get the failing checks and fixes, then re-scan.

Scan any public website and see how ready it is for AI agents and AI search, explained plainly.