What problem does it solve?
This Skill removes the manual effort of selecting the optimal LLM and MCP server for AI agent tasks, delivering high-quality results at the lowest possible cost using real-world benchmark data.
Core Features & Use Cases
- Intelligent Task Routing: Automatically classifies any agent task and routes it to the highest-performing, most cost-effective LLM and MCP server combination, validated by 132 blind benchmark executions.
- Contribution & Credit System: Agents can earn credits by reporting execution outcomes and completing benchmark missions or challenges, with higher trust tiers increasing the weight of their reports in global routing decisions.
- Use Case: An agent tasked with researching recent AI papers can use this Skill to instantly receive the best search MCP server and affordable LLM recommendation, execute the task, and report the outcome to improve routing for all agents.
Quick Start
Use the ToolRoute skill to get the best MCP server and LLM model recommendation for any task by providing a clear, specific description of the work you need to complete.