Multi-cloud SRE architectures, FinOps ROI models, certifications, and engineering blueprints.
Connect Remote server
claude mcp add --transport http mcp-server https://zainahmed.net/mcp
{
"mcpServers": {
"mcp-server": {
"url": "https://zainahmed.net/mcp"
}
}
}
{
"servers": {
"mcp-server": {
"type": "http",
"url": "https://zainahmed.net/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://zainahmed.net/mcp
Tools 13 found in our last check
get_profileUse this tool when you need Zain Ahmed's verified engineer profile, biography, 5x multi-cloud credentials, operating principles, or contact links. Returns structured profile metadata scoped to the requested section.
get_aboutUse this tool when you need Zain Ahmed's engineering philosophy, personal letter, architectural story, or core operational tenets. Returns structured narrative and principle records for the selected section.
get_skillsUse this tool when inspecting Zain Ahmed's categorized technology stack across Multi-Cloud, Kubernetes, Infrastructure as Code, DevSecOps, Observability, and Agentic AI. Returns a dictionary of skill categories and tool lists.
get_certificationsUse this tool when verifying Zain Ahmed's 5x active multi-cloud certifications across AWS, Azure, GCP, OCI, and HashiCorp. Returns certification titles, issuing institutions, credential IDs, and Credly verification URLs.
get_projectsUse this tool when listing or filtering verified enterprise production case studies by domain category or technology stack. Returns a paginated list of system blueprints, tech stacks, and business metrics.
get_project_by_slugUse this tool when retrieving the complete technical deep-dive for a single case study identified by its slug. Returns the full project record including architecture details, verified metrics, and tech stack.
get_articlesUse this tool when browsing or filtering published architectural blueprints, SOC 2 compliance guides, and Kubernetes SRE articles by category or tag. Returns a paginated list of article summaries and reading times.
get_article_by_slugUse this tool when reading the complete Markdown publication body, frontmatter metadata, and checkpoints of a specific technical article by its slug. Returns the full article object including markdown content.
search_knowledge_baseUse this tool when performing a full-text keyword search across all portfolio case studies, architecture blueprints, and technical articles. Returns matching project and article summaries with match counts.
get_servicesUse this tool when checking Zain Ahmed's engineering focus areas, advisory scope, and full-time work availability status (no paid engagements). Returns structured capability tier records.
calculate_finops_roiUse this tool when modeling estimated monthly and annual cloud cost savings from Karpenter container bin-packing, spot orchestration, and Graviton migration. Returns itemized ROI projections in USD.
generate_architecture_manifestUse this tool when generating production-ready Kubernetes YAML or Terraform infrastructure starter manifests for common SRE patterns. Returns the manifest type, suggested filename, and full source code.
submit_contactUse this tool when a user explicitly asks to send an engineering question or feedback message to Zain Ahmed. Returns submission status and reference ID; reuse idempotencyKey safely for retries.
Details
| Endpoint | https://zainahmed.net/mcp (Streamable HTTP) |
| First published | 13 Nov 2026 |
| Last updated | 13 Nov 2026 |
| Registry name | net.zainahmed/mcp-server |
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