# pybme-mcp

> Use this tool when you need to perform complex geostatistical analysis using natural language inputs, enabling Bayesian Maximum Entropy modeling for spatial, network, and physics-informed uncertainty quantification. It solves problems related to uncertainty modeling and spatial analysis, providing outputs in the form of probabilistic predictions and uncertainty estimates. Ideal for use cases where coding expertise is limited, or rapid prototyping and exploration of geospatial data is required.

Canonical page: https://skillsregistry.net/skills/wiesnerfriedman-pybme-mcp  
JSON: https://api.skillsregistry.net/v1/skills/wiesnerfriedman-pybme-mcp

## Description

Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis through natural language rather than code, supporting spatial, network, and physics-informed uncertainty modeling.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/trc1kf4xm4)
- **Repository:** <https://github.com/wiesnerfriedman/pybme-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": "wiesnerfriedman-pybme-mcp"
    }
  }
}
```

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