Just Prompt

Name: Just Prompt
Author: disler

by disler

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

738 6 tools GitHub

No known CVEs

No license

Stale

Last commit 418d ago

Works with most clients

Transport: stdio, sse

6 tools · ~799 tok

Grade B · 0.4% of 200K ctx

MCPpedia last refreshed this data 14h ago

Edit this pageView history

Just Prompt is an MCP server that just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama). Its tool list has not been published yet over stdio and sse, requires no API key, and scores 57/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "just-prompt": {
      "env": {},
      "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"
      ],
      "type": "stdio",
      "command": "uv"
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/just-prompt)](https://mcppedia.org/s/just-prompt)

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What Just Prompt does

just-prompt is a Model Control Protocol (MCP) server that provides a unified interface to various Large Language Model (LLM) providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama. See how we use the ceo_and_board tool to make hard decisions easy with o3 here.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

57/100across 5 weighted dimensions

How we score →

0255075100

−43

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (6)

Click any tool to inspect its schema.

~799 tokens total

Community

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Frequently Asked Questions

Is Just Prompt safe to use?: Just Prompt has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment.
How do I install Just Prompt?: Just Prompt supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Just Prompt do?: Just Prompt provides 6 tools: prompt, prompt_from_file, prompt_from_file_to_file, ceo_and_board, list_providers and 1 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Just Prompt?: Just Prompt is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.
Is Just Prompt actively maintained?: Just Prompt is not actively maintained - last commit was 418 days ago. It has 738 GitHub stars.

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Community

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

{ "mcpServers": { "just-prompt": { "env": {}, "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" ], "type": "stdio", "command": "uv" } } }

Frequently Asked Questions

Is Just Prompt safe to use?

Just Prompt has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment.

How do I install Just Prompt?

Just Prompt supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Just Prompt do?

Just Prompt provides 6 tools: prompt, prompt_from_file, prompt_from_file_to_file, ceo_and_board, list_providers and 1 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Just Prompt?

Just Prompt is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.

Is Just Prompt actively maintained?

Just Prompt is not actively maintained - last commit was 418 days ago. It has 738 GitHub stars.