Local music analysis and deterministic video tooling for creators and coding agents.
Skills & plugins for agentic commerce : UCP, ACP, AP2, A2A, WebMCP, Magento 2, BigCommerce, WooCommerce
Verifiable and free cloud compute for AI agents. webMCP + MCP native. Check out our sandboxed Beta + research in the README
Any website, within reach of any agent. Captures a site's native WebMCP tools and generates the bridge from the live DOM when there are none, exposing both over MCP to Claude Code, Codex and any MCP client.
Turn any website into an MCP server. Auto-generates WebMCP tools from live pages - no site cooperation needed.
Is your site agent-ready? Agent Ready GEO is an agent skill that takes your website to 100/100 on isitagentready.com (Level 5, Agent-Native): llms.txt, Markdown for agents, WebMCP, MCP server card, Agent Skills index, API catalog, OAuth discovery, DNS-AID. Groundwork for GEO (generative engine optimization), AEO and AI SEO. Written in iLang.
Shazam for human thought — an open research and engineering project for discovering structural, analogical, and complementary resonance between ideas using Thought Graphs, relational fingerprints, and graph alignment.
🌐 Python SDK for Vercel's native agent-browser engine with typed APIs
Security and spec-correctness linter for WebMCP tool manifests.
Get found. An SEO multi-agent system that exposes its strategy as WebMCP tools for your own AI assistant to audit and shape
Demo Michigan E-Filing System
Give an agent the machine's control panel, not a bypass. WebMCP tools that the physical world registers and unregisters in real time.
Open-source, evidence-first scanner for passive AI agent readiness signals on websites.
Make Django sites first-class citizens of the agentic web: llms.txt, Schema.org/JSON-LD, agent discovery, WebMCP tools, agentic commerce/booking and SDF — per-site opt-in.
Verified Giving Protocol (VGP) - an open standard letting nonprofits declare their authorized giving pathways, with WebMCP tools and the VGPify skill.
Skills for building, validating, testing, and designing Web MCP integrations.
The environmental analysis an architectural practice runs for a building, now for one Singapore HDB apartment, run by the resident or their agent over WebMCP. Ladybug + Radiance, human-confirmed geometry, no LLM in the runtime.
Agent-Native AI Inference Cluster Orchestrator powered by WebMCP (document.modelContext.registerTool)
⚡ AI-First Workflow & Automation Engine powered by KDD Methodology, WebMCP (fastwebmcp), Dynamic API Synthesis, Zero-Knowledge Local Vault & Polyglot Code Generation
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