# Model Runner

> Use this tool when you need to integrate and manage multiple AI models from various providers, such as OpenAI and DALL-E, for tasks like text completion, image generation, and classification. It provides a unified interface for calling AI models, solving problems of fragmentation and complexity in AI model management. The Model Runner takes in input like text prompts or images and outputs generated text, images, or classification results.

Canonical page: https://skillsregistry.net/skills/josephtandle-model-runner  
JSON: https://api.skillsregistry.net/v1/skills/josephtandle-model-runner

## Description

Model Runner provides a unified MCP interface for calling AI models across multiple providers including OpenAI, Anthropic, Groq, Mistral, Cohere, and DALL-E image generation. The server exposes tools for text completions, embeddings, image generation, and classification.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/josephtandle-model-runner)
- **Repository:** <https://github.com/josephtandle/replicate-mcp-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": "josephtandle-model-runner"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/josephtandle-model-runner` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/josephtandle-model-runner/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