# ipython-mcp

> ipython-mcp — husams-ipython-mcp. Use this tool when you need to execute Python code in a persistent environment, define reusable functions and classes, or maintain state across multiple calls. It solves problems related to dynamic code execution, stateful computations, and robust error handling. The tool accepts Python code as input and returns execution results, providing an interface for inspection, tool registration, and timeout management.

Canonical page: https://skillsregistry.net/skills/husams-ipython-mcp  
JSON: https://api.skillsregistry.net/v1/skills/husams-ipython-mcp

## Description

Provides a persistent, stateful IPython execution environment for MCP clients, allowing agents to run Python code, define functions and classes, and maintain state across calls. It includes tools for execution, inspection, dynamic tool registration, and robust timeout/recovery handling.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fzobl7sbox)
- **Repository:** <https://github.com/husams/ipython-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": "husams-ipython-mcp"
    }
  }
}
```

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