Ai Budget Planner
Let your coding agent draft and adjust spend plans for AI APIs and infra before you commit to a stack or pricing tier.
Overview
io.github.lazymac2x/ai-budget-planner is a MCP server for the Validate phase that helps agents plan and reason about AI and product spend via a Cloudflare Workers remote endpoint.
What is this MCP server?
- Remote streamable-http MCP at api.lazy-mac.com (no local daemon)
- Cloudflare Workers–hosted server (version 1.0.0) with GitHub source repo
- Agent-callable budgeting workflows for LLM and platform costs
- Fits pre-build validation of whether an AI-heavy idea is affordable
- Pairs with cost-tracking MCPs after you ship
- 1 remote MCP endpoint (streamable-http)
- Server version 1.0.0 per server manifest
- Hosted on Cloudflare Workers at api.lazy-mac.com
What problem does it solve?
Solo builders underestimate API burn and lack a lightweight way to co-write a credible budget with their agent before locking in architecture.
Who is it for?
Indie hackers scoping an AI SaaS or agent product who want MCP-native budget drafting without self-hosting.
Skip if: Teams that need certified accounting, invoice ingestion, or enterprise procurement workflows.
What do I get? / Deliverables
After you register the remote MCP URL, your agent can produce and revise budget plans you can use for pricing decisions and spend guardrails.
- Structured budget scenarios the agent can iterate in chat
- Documented spend assumptions aligned to your validate/pricing decisions
- Repeatable MCP calls for revising plans as scope changes
Recommended MCP Servers
Journey fit
Budget framing belongs on the Validate shelf because solo builders set cost ceilings and unit economics before scaling Build and Operate spend. Pricing subphase covers forecasting monthly burn, tier tradeoffs, and guardrails—not just customer price tags.
How it compares
Remote MCP finance helper, not a local spreadsheet skill or full billing dashboard.
Common Questions / FAQ
Who is ai-budget-planner for?
Solo and indie builders using Claude Code, Cursor, or similar agents who want help modeling AI and infra costs during validation.
When should I use ai-budget-planner?
Use it while validating pricing and runway—before you scale inference usage or pick premium model tiers.
How do I add ai-budget-planner to my agent?
Add the streamable-http remote MCP URL https://api.lazy-mac.com/ai-budget-planner/mcp in your client’s MCP server configuration (schema 2025-09-29).