# simulate-monte-carlo

> simulate-monte-carlo — encodi-simulate-monte-carlo. Use this tool when you need to estimate the probability of complex events or conditional probabilities through simulation. It solves problems in risk analysis, decision-making, and uncertainty quantification by generating random outcomes and calculating probabilities. The tool takes named random variables and expressions as input and outputs simulated probabilities, with optional seeding for reproducibility.

Canonical page: https://skillsregistry.net/skills/encodi-simulate-monte-carlo  
JSON: https://api.skillsregistry.net/v1/skills/encodi-simulate-monte-carlo

## Description

Real Monte Carlo simulation of a compound event or conditional probability. Named random variables, a safe expression interpreter, seedable for reproducibility. Priced per call via x402/USDC on Base.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dh4fydqsbq)
- **Repository:** <https://github.com/encodi/simulate-monte-carlo>

## 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": "encodi-simulate-monte-carlo"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/encodi-simulate-monte-carlo` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/encodi-simulate-monte-carlo/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