TokenBurn Optimizer
Tune ongoing agent queries with an MCP cost optimizer that targets context waste so production-style usage stays affordable.
Overview
TokenBurn-Optimizer is an MCP server for the Operate phase that optimizes LLM query cost by reducing context waste.
What is this MCP server?
- LLM query cost optimizer delivered as remote SSE MCP
- Focus on minimizing context waste rather than only shortening outputs
- Hosted at tokenburn-optimizer-mcp.vercel.app for quick MCP registration
- Optional EIP-3009 payment-signature for premium settlement
- Catalog version 1.0.0 under Model Context Protocol server schema
- Version 1.0.0 in catalog metadata
- Single SSE remote: tokenburn-optimizer-mcp.vercel.app/api/mcp
- Stated focus: minimizing context waste on LLM queries
What problem does it solve?
Daily agent loops that drag excess context into every query drain indie budgets without improving answer quality.
Who is it for?
Builders in sustained Operate-mode agent usage who need a hosted MCP knob for query cost without building custom middleware.
Skip if: One-off prototype chats with tiny context, or teams that forbid remote LLM traffic-shaping gateways.
What do I get? / Deliverables
After registration, you can route eligible agent queries through an MCP optimizer aimed at leaner, less wasteful context per turn.
- Registered MCP endpoint for query cost optimization
- Workflow path to send high-volume agent queries through the optimizer
- Reduced context payload on supported optimization passes
Recommended MCP Servers
Journey fit
Query cost tuning is most acute when you are iterating in production-like agent loops, not when you are still sketching the idea. The iterate subphase covers tightening how the product—and your agent habits—run day to day, including spend per request.
How it compares
Query cost MCP optimizer, not a code review skill or local lint rule.
Common Questions / FAQ
Who is TokenBurn Optimizer for?
Solo builders and small teams running frequent MCP agent queries who want to cut context waste and recurring LLM cost.
When should I use TokenBurn Optimizer?
Use it during Operate and iterate when agent usage is continuous and bills climb from duplicated or irrelevant context in each query.
How do I add TokenBurn Optimizer to my agent?
Add https://tokenburn-optimizer-mcp.vercel.app/api/mcp as a remote SSE MCP server and configure payment-signature if premium settlement applies.