SERVER

xai-toolkit

Rank #51226

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 #51226 of 58,900 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
#51,226of 58,900 tracked servers

Ranks ahead of 7,674 of 58,900 servers on MCP Toplist.

CONNECT

Use xai-toolkit

xai-toolkit doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

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, and no GitHub release tags were found on the linked repository. 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.
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