explainx MCP Server
explainx is a Python MCP server for Claude Desktop with uvx/pip, git clone. Explain & debug any blackbox machine learning model with a single line of code.
Decision snapshot
Is this a fit?
Connecting agents to external tools and data, Integrations workflows, Coding workflows, Data workflows
Claude Desktop, Python, Rust
May perform destructive actions, Can write or update data, Destructive actions, Write actions
uvx/pip, git clone, Local
3 months ago · MIT license
Review destructive actions before connecting it to live data. Confirm write permissions and scope before use. Requires Python.
How to use explainx MCP Server
Install or run
pip install "explainx[all]" # core + SHAP + MCP + drift + LLM narration + dashboardClient configuration
{
"mcpServers": {
"explainx": { "command": "explainx-mcp" }
}
}Compatible clients
What is explainx MCP Server?
explainx is a Python MCP server for Claude Desktop with uvx/pip, git clone. Explain & debug any blackbox machine learning model with a single line of code. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.
Key capabilities
- Tool access support
- Shell commands support
- Spreadsheet work support
- Anthropic provider support
- pyproject.toml config support
- Connecting agents to external tools and data
- Integrations workflows
Compatibility and setup
Install or run explainx using uvx/pip. Check explainX/explainx for the latest setup command.
- Built for Python
- Built for Rust
- Install or run with uvx/pip
- Install or run with git clone
- Works with Claude Desktop
- Uses stdio transport
- Uses SSE transport
Requirements and access
Security and permissions
Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.
When to use explainx MCP Server
- Use it for connecting agents to external tools and data.
- Use it for integrations workflows.
- Use it for coding workflows.
- Use it for data workflows.
- Use it for claude desktop users.
Built with
Verified compatibility and discovery
Frequently asked questions
What is explainx?
explainx is a Python MCP server for Claude Desktop with uvx/pip, git clone. Explain & debug any blackbox machine learning model with a single line of code.
Who is explainx best for?
explainx is best for connecting agents to external tools and data, integrations workflows, coding workflows, data workflows, claude desktop users.
How do I install explainx?
Install or run explainx using uvx/pip. Check explainx for the latest setup command.
Is explainx actively maintained?
explainx may need a closer maintenance check before production use.
Project health auto-fetched from the source repository.
