# DoWhy MCP v2.0

> Use this tool when you need to perform rigorous causal inference and analysis, solving problems such as identifying cause-and-effect relationships, estimating treatment effects, and attributing outcomes to specific factors. It provides 42 specialized tools through the Model Context Protocol (MCP) interface, accepting model and data inputs and outputting insightful causal estimates and analyses. Ideal for use in data-driven decision-making contexts where understanding causal relationships is crucial.

Canonical page: https://skillsregistry.net/skills/lesong36-dowhy-mcp  
JSON: https://api.skillsregistry.net/v1/skills/lesong36-dowhy-mcp

## Description

A server providing rigorous causal inference tools through the Model Context Protocol (MCP), offering 42 specialized causal analysis tools that cover modeling, effect estimation, attribution, root cause analysis, counterfactuals, and sensitivity analysis.

## Trust

- **Trust score (0–1):** 0.92
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rm1hdmyxu8)
- **Repository:** <https://github.com/lesong36/dowhy_mcp>

## 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": "lesong36-dowhy-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/lesong36-dowhy-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/lesong36-dowhy-mcp/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