Anthropic recently released their MCP Spec which enables integrations into the Claude Desktop Application. This is their attempt to standardize how applications can integrate into LLMs.

Recently, PyroPrompts expanded its offering to any OpenAI SDK Compatible Chat Completion API and we saw the opportunity to add this to Claude as well, using their Model Context Protocol.

So, we have put the Model Context Protocol to the test. Could it handle this task?

Turns out, yes! It was actually quite easy to implement.

See the any-completions-chat-mcp repository on GitHub.

You can connect to OpenAI, Perplexity, Groq, xAI and any other provider that has compatibility with OpenAI SDK Chat Completions. This Chat interface is quickly becoming a standard for chat integrations, but now we have MCP, which offers a more explicit integration pattern to interact with resources and tools.

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