Just Prompt (Multi-LLM Provider)
by disler · File Systems · mcp-server, ai
Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama with parallel prompt sending and response file saving capabilities.
Just Prompt is a lightweight MCP server that provides a unified interface to multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama. It offers tools for sending prompts to multiple models in parallel, automatic model name correction, and saving responses to files. The implementation supports provider shorthand notation, thinking tokens for Claude models, and includes comprehensive test coverage for all providers. Ideal for developers who need to interact with multiple LLM APIs through a single, consistent interface.
Source: https://github.com/disler/just-prompt
Install
git clone https://github.com/disler/just-promptTags: mcp-server, ai
⭐ 717 GitHub stars · Source: pulsemcp
About File Systems MCP servers and Claude skills
File Systems MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
Just Prompt (Multi-LLM Provider) is one of hundreds of File Systems entries indexed on Skiln. Browse the full File Systems category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
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Frequently asked questions
How do I install Just Prompt (Multi-LLM Provider)?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support Just Prompt (Multi-LLM Provider)?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is Just Prompt (Multi-LLM Provider) free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.