Run open-source LLMs, generate embeddings, create images, and fine-tune models using Together AI's inference platform.
Use with AI AssistantsMCP
Connect Claude, Cursor, or any MCP-compatible client — then call tools directly
① Add This MCP Server
Paste into your AI client config — then all its tools are available instantly.
{
"mcpServers": {
"together-ai": {
"url": "https://mcp.aerostack.dev/s/aerostack/mcp-together-ai",
"headers": {
"Authorization": "Bearer YOUR_AEROSTACK_TOKEN"
}
}
}
}Replace YOUR_AEROSTACK_TOKEN with your API token from the dashboard.
② Call a Tool
Ask your AI assistant to call a specific tool, or send raw JSON-RPC:
Natural Language Prompt
“Use the _ping tool to verify together ai credentials by calling a lightweight read endpoint. used internally by aerostack to validate credentials”
Using a Workspace?
Add this MCP to your Workspace — your team shares one token, secrets are stored securely, and every AI agent in the workspace can call it without per-user setup.
Run open-source LLMs, generate embeddings, create images, and fine-tune models using Together AI's inference platform.
Live endpoint: https://mcp.aerostack.dev/s/aerostack/mcp-together-ai
This MCP server gives AI agents access to Together AI via 12 tools. Connect it to any Aerostack workspace and your agents can interact with Together AI directly.
| Tool | Description |
|---|---|
chat | Send messages to any Together AI chat model (Llama, Mistral, Qwen, etc.) and receive a response. OpenAI-compatible interface |
complete | Text completion (non-chat) for any Together AI base model. Send a prompt and receive a completion |
embed | Generate text embeddings for semantic search and similarity using Together AI embedding models |
generate_image | Generate images from text prompts using Together AI image models like FLUX |
list_models | List all available Together AI models with type, pricing, and context length information |
get_model | Get detailed information about a specific Together AI model by its ID |
upload_file | Upload a file to Together AI for use in fine-tuning jobs. Pass content as base64 |
list_files | List all uploaded files in your Together AI account |
delete_file | Delete an uploaded file from your Together AI account |
create_fine_tuning_job | Start a fine-tuning job to train a custom model on Together AI with your data |
list_fine_tuning_jobs | List all fine-tuning jobs in your Together AI account |
get_fine_tuning_job | Get the current status and details of a specific fine-tuning job |
| Variable | Required | Description |
|---|---|---|
TOGETHER_API_KEY | Yes | Together AI API key from https://api.together.xyz/settings/api-keys |
Add the following secrets under Project → Secrets:
TOGETHER_API_KEYOnce added, every AI agent in your workspace can use Together AI tools automatically.
curl -X POST https://mcp.aerostack.dev/s/aerostack/mcp-together-ai \
-H 'Content-Type: application/json' \
-H 'X-Mcp-Secret-TOGETHER-API-KEY: your-together-api-key' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"chat","arguments":{}}}'
MIT
Live Endpoint
https://mcp.aerostack.dev/s/aerostack/mcp-together-ai
Sub-50ms globally · Zero cold start
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Yes. The Together Ai MCP includes a create_fine_tuning tool that lets Claude create fine tunings in your Together Ai account from a plain-English prompt. You can also update and delete fine tunings — no Together Ai UI needed.
Yes. The Together Ai MCP includes tools to list and retrieve models from your Together Ai account. Claude can filter, sort, and summarize models based on your instructions.
Yes. The Together Ai MCP uses the open Model Context Protocol standard, so it works in Claude, Cursor, Windsurf, and any other MCP-compatible AI tool. All 12 Together Ai tools are available everywhere you connect it — install once on Aerostack.
The Together Ai MCP exposes Together Ai's AI capabilities to Claude — including generation, transcription, or embedding tools. Claude can chain these with other MCPs to build multi-step AI workflows.