How do I install the just prompt mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `OPENAI_API_KEY`, `ANTHROPIC_API_KEY`, `GEMINI_API_KEY`, `GROQ_API_KEY`, `DEEPSEEK_API_KEY`, `OLLAMA_HOST` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Just Prompt MCP Server

`just-prompt` is a Model Control Protocol (MCP) server that provides a unified interface to various Large Language Model (LLM) providers including

Local serverstdioPython

What is the Just Prompt MCP Server?

just-prompt is a Model Control Protocol (MCP) server that provides a unified interface to various Large Language Model (LLM) providers including OpenAI

What you get

Unified API for multiple LLM providers
Support for text prompts from strings or files
Run multiple models in parallel
Automatic model name correction using the first model in the --default-models list
Ability to save responses to files
Easy listing of available providers and models

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
Parameters:	provider: Provider to list models for (e.g., 'openai' or 'o')
models_prefixed_by_provider	optional): List of models with provider prefixes to act as board members. If not provided, uses default models.
abs_output_dir	default: "."): Absolute directory path to save the response files and CEO decision (must be an absolute path, not relative)
ceo_model	default: "openai:o3"): Model to use for the CEO decision in format "provider:model"
Parameters	None

How to install the Just Prompt MCP Server

{
  "mcpServers": {
    "just-prompt": {
      "type": "stdio",
      "command": "uv",
      "args": [
        "--directory",
        ".",
        "run",
        "just-prompt",
        "--default-models",
        "openai:o3:high,openai:o4-mini:high,anthropic:claude-opus-4-20250514,anthropic:claude-sonnet-4-20250514,gemini:gemini-2.5-pro-preview-03-25,gemini:gemini-2.5-flash-preview-04-17"
      ],
      "env": {}
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

“Use Just Prompt to Parameters.”

Frequently asked questions

`just-prompt` is a Model Control Protocol (MCP) server that provides a unified interface to various Large Language Model (LLM) providers including OpenAI Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.