"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP connectors:

The agent-native cloud: database, functions, AI, storage, auth and more. 46 tools, one API key.

Live GPU compute & inference token price indices for AI agents — 591 reference indices across H100/A100/B200/B300 spot+on-demand, Claude/GPT/Llama token pricing, and more. Every value is methodology-versioned and citable via the /v1/verify handshake.

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

Publish one HTML file, get a live installable app URL. No account, no review, no queue.

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

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

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

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

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

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.

Custom domains API for SaaS: connect, verify, and manage customer domains, SSL, and DNS

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.

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

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

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

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