Switchback MCP
by VibeKit-Bot · ai-ml · mcp-server, glama
Classifies AI agent turns by complexity and recommends the cheapest model that can handle them, reducing costs in multi-step workflows.
Source: https://github.com/VibeKit-Bot/vibekit-switchback-mcp
Install
git clone https://github.com/VibeKit-Bot/vibekit-switchback-mcpUse this forAI-extracted
- →Route AI agent tasks to cheaper LLM models based on task complexity classification
- →Reduce inference costs by automatically selecting appropriate model tiers for simple vs complex requests
- →Optimize multi-model deployments by classifying task difficulty before dispatching to language models
Works with
Tags: mcp-server, glama
Source: glama
About ai-ml MCP servers and Claude skills
ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
Switchback MCP is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
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Frequently asked questions
How do I install Switchback MCP?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support Switchback MCP?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is Switchback MCP free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.