Mandoline MCP Server
Rank #29,325glama/mandoline-ai/mandoline-mcp-server
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.
Mandoline MCP Server is a Model Context Protocol (MCP) server published by mandoline-ai. It ranks #29,325 of 137,492 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Mandoline MCP Server is listed across 2 registries — Glama and PulseMCP, with 2 release tags tracked from its GitHub repository. It was first listed on Aug 22, 2025 and most recently updated on Sep 8, 2025.
Ranks ahead of 108,167 of 137,492 servers on MCP Toplist.
Use Mandoline MCP Server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fmandoline-ai%2Fmandoline-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fmandoline-ai%2Fmandoline-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fmandoline-ai%2Fmandoline-mcp-server.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
mandoline-ai
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Sep 8, 2025 |
| v0.1.0 | Aug 22, 2025 |
Frequently asked questions
- Who maintains Mandoline MCP Server?
- Mandoline MCP Server is maintained by mandoline-ai, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Mandoline MCP Server listed on the Official MCP Registry?
- Mandoline MCP Server is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does Mandoline MCP Server have?
- No registry surfaces explicit version metadata for Mandoline MCP Server; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Sep 8, 2025.
- Where can I find the source code for Mandoline MCP Server?
- The source code for Mandoline MCP Server is hosted at github.com/mandoline-ai/mandoline-mcp-server.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.