Willform Agent
Deploy and manage container workloads on Kubernetes from your agent with Willform’s x402 billing and nine workload patterns.
Overview
ai.willform/willform-agent is a MCP server for the Operate phase that deploys containers on Kubernetes with x402 billing, nine workload types, and source builds via a hosted agent API.
What is this MCP server?
- Deploy containers on Kubernetes via remote MCP at https://agent.willform.ai/api/mcp
- x402 billing model integrated with Willform agent platform
- 9 workload types plus source-based builds per server description
- Required Authorization Bearer header with Willform API key (wf_sk_...)
- Catalog version 1.0.0; repo github.com/willform-ai/willform-agent
- MCP catalog version 1.0.0
- Remote: https://agent.willform.ai/api/mcp (streamable-http)
- 9 workload types (per server description)
What problem does it solve?
You can build a Docker image but spinning up and managing Kubernetes workloads still blocks you from running production without a platform engineer.
Who is it for?
Solo builders shipping containerized APIs or workers who want agent-driven deploy on Kubernetes without hand-rolling every manifest.
Skip if: Teams on serverless-only hosting with no Kubernetes footprint or those who refuse hosted deploy APIs and API-key billing.
What do I get? / Deliverables
Your agent can trigger Willform Kubernetes deploys and workload setups through MCP so services run on cluster infra with API-key auth and platform billing.
- Kubernetes-deployed container workloads via agent commands
- Support for 9 workload types and source-based builds (per description)
- Operational deploy path integrated with Willform x402 billing
Recommended MCP Servers
Journey fit
Operate is where solo builders must run what they shipped—Kubernetes deploy without a dedicated platform team is a common bottleneck. Infra subphase covers cluster deploy, workload types, and source-to-container builds rather than feature coding or marketing.
How it compares
Kubernetes deploy and workload MCP with x402 billing, not a local docker-compose skill or static site host.
Common Questions / FAQ
Who is ai.willform/willform-agent for?
Indie and solo developers operating containerized apps on Kubernetes who want MCP-driven deploy and workload management from Willform’s agent API.
When should I use ai.willform/willform-agent?
Use it in Operate when you are promoting builds to cluster workloads, managing deployment types, or iterating infra from your coding agent after the app image exists.
How do I add ai.willform/willform-agent to my agent?
Add remote MCP URL https://agent.willform.ai/api/mcp (streamable-http) and set Authorization to Bearer plus your wf_sk_ Willform API key as a secret header in your MCP client.