Explainability MCP Server

AI explainability and transparency reports for AI agents. Instant transparency scan, model c...

Local serverstdio

What is the Explainability MCP server?

If you already use Explainability, the explainability mcp server is the piece that lets your assistant work with it directly. AI explainability and transparency reports for AI agents. Instant transparency scan, model c...

What the server does

By MEOK AI Labs | The only MCP server for AI explainability and transparency reports.

Installation

The server ships on npm as @smithery/cli, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • Well — documented API
  • Production-ready — Active maintenance
  • Pro — ** $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise — ** $499/mo — Custom dev + SLA + Dedicated support
  • Domain — Purpose
  • Tier — Price

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Where it fits

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Explainability's toolset — Well, Production-ready, Pro and 3 more — is a fair guide to whether it matches your workflow. It is maintained by CSOAI-ORG; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Explainability's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Available tools

ToolWhat it does
Welldocumented API
Production-readyActive maintenance
Pro** $99/mo — Full MCP suite + EU AI Act tracking
Enterprise** $499/mo — Custom dev + SLA + Dedicated support
DomainPurpose
TierPrice

How to install the Explainability MCP server

{
  "mcpServers": {
    "explainability-report": {
      "command": "npx",
      "args": ["-y", "@smithery/cli"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Explainability to Well.
  • Use Explainability to Production-ready.
  • Use Explainability to Pro.

Frequently asked questions

It connects Explainability to MCP-compatible AI assistants such as Claude and Cursor, exposing 6 tools (Well, Production-ready, Pro, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Explainability directly.