# PyMC Marketing MCP

> PyMC Marketing MCP — immamdouhaboammar-pymc-marketing-mcp. Use this tool when you need to analyze and optimize marketing budgets using Bayesian Marketing Mix Modeling, solving problems such as validating datasets and measuring channel ROI. It takes in marketing data and model parameters as inputs and outputs optimized budget allocations, channel contributions, and uncertainty reports. Use it in contexts where data-driven marketing decisions are crucial, such as campaign planning and budget optimization.

Canonical page: https://skillsregistry.net/skills/immamdouhaboammar-pymc-marketing-mcp  
JSON: https://api.skillsregistry.net/v1/skills/immamdouhaboammar-pymc-marketing-mcp

## Description

Provides a controlled interface for Bayesian Marketing Mix Modeling, letting AI agents validate datasets, fit and diagnose MMMs, analyze channel contributions and ROI, simulate and optimize budgets, calibrate with lift tests, and cross-validate models—all with statistical verification, uncertainty reporting, and full provenance.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uk42itw8la)
- **Repository:** <https://github.com/imMamdouhaboammar/pymc-marketing-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": "immamdouhaboammar-pymc-marketing-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/immamdouhaboammar-pymc-marketing-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/immamdouhaboammar-pymc-marketing-mcp/pull`

---
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