Mandoline
Enables AI assistants to reflect on, critique, and continuously improve their performance using Mandoline's evaluation framework. Provides tools for creating custom evaluation metrics and scoring prompt/response pairs to measure AI assistant quality.
What is Mandoline?
Mandoline is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables ai assistants to reflect on, critique, and continuously improve their performance using mandoline's evaluation framework. provides tools for creating custom evaluation metrics and scoring prom...
Enables AI assistants to reflect on, critique, and continuously improve their performance using Mandoline's evaluation framework. Provides tools for creating custom evaluation metrics and scoring prompt/response pairs to measure AI assistant quality.
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enables AI assistants to reflect on, critique, and continuou
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx mandoline-mcp-serverConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Mandoline
What is Mandoline?
Mandoline is a Model Context Protocol (MCP) server that enables ai assistants to reflect on, critique, and continuously improve their performance using mandoline's evaluation framework. provides tools for creating custom evaluation metrics and scoring prompt/response pairs to measure ai assistant quality. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Mandoline?
Follow the installation instructions on the Mandoline GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Mandoline?
Mandoline works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Mandoline free to use?
Yes, Mandoline is open source and available under the Apache 2.0 license. You can use it freely in both personal and commercial projects.
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Browse More Developer Tools MCP Servers
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Set Up Mandoline in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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