pyroprompts/any-chat-completions-mcp

Overview

A Model Context Protocol server that wraps any OpenAI-compatible chat completions API as a tool. It exposes LLM calls as MCP tools, enabling integration with MCP-compatible clients like Claude Desktop or custom workflows.

Best for

Best for
Developers building MCP-based agent workflows who need flexible LLM tool access

Use cases

• Call any LLM from within MCP-compatible environments
• Swap between different LLM providers without code changes
• Build workflows that chain LLM calls with other MCP tools

Notes

A Model Context Protocol server that wraps any OpenAI-compatible chat completions API as a tool. It exposes LLM calls as MCP tools, enabling integration with MCP-compatible clients like Claude Desktop or custom workflows.

151 stars on GitHub. Last updated 2025-05-01. Licensed MIT.

Use cases

• Call any LLM from within MCP-compatible environments
• Swap between different LLM providers without code changes
• Build workflows that chain LLM calls with other MCP tools

Pros

• Works with any OpenAI-compatible API, including local models
• Simple setup as a single MCP server
• Lightweight JavaScript implementation

Cons

• Requires MCP-compatible client or host to be useful
• Limited to chat completions endpoints, not other API features
• Relies on OpenAI API format, potential compatibility issues with non-standard APIs

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.