# MCP Drift Lab

> MCP Drift Lab — zelinsky-alexander-mcp-drift-lab. Use this tool when you need to measure and verify informed consent preservation in MCP clients after tool definition changes. It solves problems related to ensuring regulatory compliance and maintaining transparency in client interactions. The MCP Drift Lab takes in tool definitions and client interactions as inputs and outputs informed consent preservation metrics, making it ideal for use in research and development contexts where tool definitions frequently change.

Canonical page: https://skillsregistry.net/skills/zelinsky-alexander-mcp-drift-lab  
JSON: https://api.skillsregistry.net/v1/skills/zelinsky-alexander-mcp-drift-lab

## Description

A research harness for measuring whether MCP clients preserve informed consent when tool definitions change after approval.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/osawl71e7b)
- **Repository:** <https://github.com/zelinsky-alexander/mcp-drift-lab>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "zelinsky-alexander-mcp-drift-lab"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/zelinsky-alexander-mcp-drift-lab` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/zelinsky-alexander-mcp-drift-lab/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt