SERVER

xai-toolkit

Rank #51160

glama/florenciakabas/xai-mcp

Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.

First listed
Feb 22, 2026
Last publish date
OVERVIEW

xai-toolkit is a Model Context Protocol (MCP) server published by florenciakabas. It ranks #51160 of 58,832 servers tracked on MCP Toplist. xai-toolkit is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Feb 22, 2026.

STANDING
#51,160of 58,832 tracked servers

Ranks ahead of 7,672 of 58,832 servers on MCP Toplist.

REGISTRIES

Listed on 1 registry

ORGANIZATION

florenciakabas

Organization
Total servers
1
Total versions
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is xai-toolkit?
Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.
Who maintains xai-toolkit?
xai-toolkit is maintained by florenciakabas, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is xai-toolkit an official MCP server?
xai-toolkit is not on the Official MCP Registry. It is listed on Glama.
How many versions does xai-toolkit have?
xai-toolkit ships as a single rolling release with no explicit version metadata.
Where can I find the source code for xai-toolkit?
The source code for xai-toolkit is hosted at github.com/florenciakabas/xai-mcp.
EXPLORE