Explainability Report Mcp
Generate explainability scans, model cards, and transparency reports before you ship AI features to users or reviewers.
Overview
explainability-report-mcp is an MCP server for the Ship phase that produces AI explainability and transparency reports—including scans and model cards—via agent tools.
What is this MCP server?
- Stdio MCP server explainability-report-mcp v1.0.8 on PyPI
- Instant transparency scan and model-card style outputs for AI agents
- Designed for AI explainability and transparency reporting workflows
- Fits solo builders documenting how their agent features behave
- MEOK AI Labs / CSOAI-ORG registry entry with stdio transport
- Registry version 1.0.8
- Transport: stdio
- PyPI identifier: explainability-report-mcp
What problem does it solve?
You are about to ship an AI-powered feature but have no consistent model card or transparency summary for users and stakeholders.
Who is it for?
Builders launching agent or LLM features who need fast, structured explainability documentation inside their MCP workflow.
Skip if: Teams without any AI surface area, or orgs that require certified third-party audits only.
What do I get? / Deliverables
After install, your agent can run transparency scans and assemble explainability reports so release notes and trust pages stay aligned with each version.
- Transparency scan results via MCP tools
- Model-card or explainability report artifacts suitable for docs or trust pages
- Repeatable pre-ship documentation step in the agent workflow
Recommended MCP Servers
Journey fit
How it compares
Transparency and model-card MCP tooling, not a general penetration-testing skill.
Common Questions / FAQ
Who is explainability-report-mcp for?
Solo developers and small teams shipping AI agents or LLM features who want explainability and model-card outputs from their coding agent.
When should I use explainability-report-mcp?
Use it during ship and security prep when you need transparency scans or documentation before beta, launch, or customer security reviews.
How do I add explainability-report-mcp to my agent?
Install the PyPI package explainability-report-mcp v1.0.8, add the stdio MCP server to your host config, restart the client, and invoke the explainability tools from your agent.