helmforge/fastmcp-server repository overview

⁠helmforge/fastmcp-server

Production-ready FastMCP server container image for AI agents, LLM workflows and Model Context Protocol deployments.

This image provides a practical runtime for exposing tools, resources, prompts and knowledge through MCP-compatible endpoints. It is designed for Docker, Kubernetes, Helm charts, CI/CD pipelines and GitOps-based deployments.

⁠Features

• FastMCP-based MCP server runtime
• Supports tools, resources, prompts and knowledge loading
• Multi-source content loading
• Designed for AI agents and LLM integrations
• Container-ready for Docker and Kubernetes
• Suitable for CI/CD and GitOps workflows
• Runtime configuration through environment variables
• Production-oriented deployment model
• Built for HelmForge chart deployments

⁠Quick usage

docker pull docker.io/helmforge/fastmcp-server:latest

Run locally:

docker run --rm -p 8000:8000 docker.io/helmforge/fastmcp-server:latest

⁠Kubernetes usage

This image is intended to be used with the HelmForge FastMCP Server chart.

helm repo add helmforge https://repo.helmforge.dev⁠

helm install fastmcp-server helmforge/fastmcp-server

For production deployments, configure authentication, mounted tools, external sources, secrets and resource limits using Kubernetes manifests, Helm values and Kubernetes Secrets.

⁠Use cases

• Hosting MCP tools for AI agents
• Exposing reusable automation functions to LLMs
• Serving prompt templates and knowledge sources
• Building internal agent platforms
• Running MCP workloads on Kubernetes
• Managing agent capabilities through GitOps

⁠Tags

• latest — latest published FastMCP Server image
• — pinned HelmForge image version

For production workloads, prefer pinning a specific version instead of using latest.

docker pull docker.io/helmforge/fastmcp-server:

⁠Security

This image follows a security-first deployment approach:

• Runtime configuration through environment variables
• No embedded credentials
• Secrets should be provided through Kubernetes Secrets or external secret managers
• Supports least-privilege Kubernetes deployment patterns
• Suitable for private internal agent platforms
• Designed for reproducible container-based deployments

⁠Source

https://github.com/helmforgedev/fastmcp-server⁠

⁠Maintained by HelmForge

Part of the HelmForge ecosystem: lightweight, transparent and production-ready tooling for Kubernetes and AI agent operations.