any-chat-completions-mcp
Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI,...
Open the FastMCP connection interface
- Click the "Install Now" button to open the FastMCP / connection setup form.
Choose the provider you want to add
- Decide which OpenAI-compatible chat provider you will connect (e.g., OpenAI, PyroPrompts, Perplexity or another provider).
Obtain the provider API key (AI_CHAT_KEY)
- Sign in to the provider’s account dashboard or developer settings.
- Locate the “API Keys” / “Developer keys” / “Integrations” section.
- Create a new API key if needed and copy the secret value (note: many dashboards show secrets only once — copy it immediately).
- Paste that secret into the FastMCP field labeled AI_CHAT_KEY.
(Examples — use the appropriate provider flow)
- OpenAI: create/copy an API key from your OpenAI account and use that value for AI_CHAT_KEY.
- PyroPrompts: create/copy an API key from your PyroPrompts account and use that for AI_CHAT_KEY.
- Perplexity: create/copy an API key from your Perplexity account and use that for AI_CHAT_KEY.
Set the friendly provider name (AI_CHAT_NAME)
- In the FastMCP form set AI_CHAT_NAME to a human-friendly label, e.g., "OpenAI", "PyroPrompts", or "Perplexity". This is used for display in the Claude/LibreChat UI.
Set the model identifier (AI_CHAT_MODEL)
- Enter the model id/name you want to use (example: gpt-4o, ash, sonar, or the provider’s model name).
- Use the exact model identifier that the provider documents for their API.
Set the provider base URL (AI_CHAT_BASE_URL)
- In the FastMCP field AI_CHAT_BASE_URL enter the provider’s API base URL for chat completions (example values from the README):
- OpenAI example: https://api.openai.com/v1
- PyroPrompts example: https://api.pyroprompts.com/openaiv1
- Perplexity example: https://api.perplexity.ai
- If your provider uses a different endpoint, use the URL they document.
- In the FastMCP field AI_CHAT_BASE_URL enter the provider’s API base URL for chat completions (example values from the README):
(Optional) Add any additional environment values
- If you need to supply PATH or other envs (examples show PATH in LibreChat), add them in the FastMCP interface under the env key/value inputs.
Save / Install the connection
- Click the FastMCP form’s save/install/confirm button to persist the env variables and complete installation.
Test the connection
- Open Claude Desktop, LibreChat, or your target client and look for the new chat tool (it will use AI_CHAT_NAME).
- Run a simple chat request to confirm the API key, model, and base URL are working.
Security notes
- Treat API keys as secrets. Do not share them in public repositories.
- If a key is exposed or fails, revoke it in the provider dashboard and create a new key, then update AI_CHAT_KEY in FastMCP.
Adding multiple providers
- Repeat steps 2–9 for each provider you want to add, giving each connection a distinct AI_CHAT_NAME, AI_CHAT_KEY, AI_CHAT_MODEL, and AI_CHAT_BASE_URL.
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