DriftScope
Rank #44,402glama/Aymenrahmanii/driftscope-mcp
Enables LLMs to audit data drift and model degradation in tabular ML pipelines through deterministic statistical tests such as Kolmogorov-Smirnov and Population Stability Index, plus reusable prompts and standards resources.
DriftScope is a Model Context Protocol (MCP) server published by Aymenrahmanii. It ranks #44,402 of 137,138 servers tracked on MCP Toplist. DriftScope is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 6, 2026.
Ranks ahead of 92,736 of 137,138 servers on MCP Toplist.
Use DriftScope
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FAymenrahmanii%2Fdriftscope-mcp)<a href="https://mcptoplist.com/server/glama%2FAymenrahmanii%2Fdriftscope-mcp"><img src="https://mcptoplist.com/badge/glama%2FAymenrahmanii%2Fdriftscope-mcp.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Aymenrahmanii
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains DriftScope?
- DriftScope is maintained by Aymenrahmanii, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is DriftScope listed on the Official MCP Registry?
- DriftScope is not on the Official MCP Registry. It is listed on Glama.
- How many versions does DriftScope have?
- DriftScope ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for DriftScope?
- The source code for DriftScope is hosted at github.com/Aymenrahmanii/driftscope-mcp.
Do you run this server?
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