"Using VASP for First-Principles Materials Calculations" matching MCP connectors:
Matching Connector Tools:
Build personal interactive apps with real URLs and persistent storage, using any AI.
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.
Outcome-based infrastructure for agents — verified AWS deployments, metered billing
Agent-first full-stack infra: Postgres, auth, storage, sites, functions. Pay-per-use x402 USDC.
Custom domains API for SaaS: connect, verify, and manage customer domains, SSL, and DNS
MCP server for DNSimple — domains, DNS zone records, availability, pricing and contacts.
Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.
Unlock the power of DNS lookups with our DNS Lookup service using Google DNS-over-HTTPS. Whether
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.
Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.
MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.
Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the full toolset.
EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.
Interact with your Google Cloud Datastream resources using natural language commands.
Interact with your Google Bigtable resources using natural language commands.
AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs
Provides tools to manage Memorystore for Valkey instances and backups.
Interact with your Google Cloud Firestore resources using natural language commands.
Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public data)
The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.