"Understanding Document Embeddings, Knowledge Graphs, and Vector Representations" matching MCP connectors:

AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.

Live status for 172 cloud and SaaS vendors from their official feeds. Is it you, or is it them?

Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

Read GPU instances, types, images, filesystems and firewall rules; launch and terminate instances.

Build a landing page from your IDE chat, publish it, then manage domains and analytics.

Discover DigitalPublic plans, trust, capabilities, ROI, status and verified Sandbox onboarding.

Massed Compute MCP — GPU inventory, VM lifecycle, billing, SSH keys, and setup recipes.

Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.

Video generation cost estimates across providers, with provenance, freshness, and confidence.

Publish any app in one call: SQL database, functions, email, and a custom domain. Flat price.

Build, deploy, and operate hosted web apps on VibeKit (vibekit.bot) from any MCP client.

MCP server for DNSimple — domains, DNS zone records, availability, pricing and contacts.

Manage Scalingo PaaS apps, deployments, containers, logs and env vars from your AI assistant.

Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.

Manage Laravel Forge servers, sites, and deployments from your AI assistant.

LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU search, price history

Lowers your AWS bill by helping you clean up and optimize your setup

Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.