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Hyperbolic

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hyperbolic-labs · AI & ML

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Hyperbolic MCP brings on-demand GPU compute for AI inference directly into your unified MCP server, letting any AI agent request open-source model runs without you having to provision or manage infrastructure. Instead of standing up your own GPU cluster or juggling separate vendor dashboards, you connect Hyperbolic once through BusinessMCP's hosted MCP endpoint at /api/mcp, and every agent in your stack — Claude, GPT, Gemini, or a custom orchestration — can call it the same way it calls your CRM, ad platform, or database tools. This is especially useful for teams that need pay-per-use GPU access for inference workloads (image generation, LLM completions, embeddings, fine-tuned model serving) but don't want to manage a separate integration surface for every model provider.

Because Hyperbolic MCP sits inside BusinessMCP's business-intelligence layer, every inference request, GPU-hour, and model call is logged alongside your other tool usage, giving you a single pane of glass to see how much compute your agents are consuming and which workflows are driving cost. Rather than digging through a GPU vendor's separate billing console, you get inference activity correlated with the rest of your operational data — CRM updates, ad spend, support tickets — so you can answer questions like which customer segments or campaigns are triggering the most model inference, or whether a spike in GPU usage correlates with a product launch. That context is what turns raw GPU access into an actual business-intelligence signal.

Typical use cases include running open-source LLMs for internal chat assistants, generating images or embeddings at scale for content pipelines, batch-processing inference jobs triggered by other MCP-connected tools (e.g., a new record in Postgres kicks off a summarization job), and prototyping with different open-source models without committing to long-term GPU reservations. Because the server is model-agnostic, you can swap which open-source model an agent targets without changing how your agents call the tool — the MCP interface stays constant even as the underlying model changes.

Setup follows the same pattern as every other server in the BusinessMCP catalog: authenticate with your API keys, connect Hyperbolic once, and it becomes available across your entire growth-suite app and to any agent hitting your Bearer-token-protected /api/mcp endpoint. There's no per-agent reconfiguration and no cookie-based tracking to worry about, which keeps the setup GDPR-friendly and portable across whichever AI model or vendor you're currently using. For teams already piping data through vector stores, filesystems, or sequential-thinking tools, adding Hyperbolic MCP means your agents can now reason, retrieve, and also run the actual inference — all through one consistent hosted MCP layer instead of a patchwork of SDKs and dashboards.

If your agents need occasional bursts of GPU-backed inference rather than a dedicated always-on cluster, Hyperbolic MCP's pay-per-use model fits naturally into an agent-driven workflow: request compute only when a task requires it, get results back through the same MCP call structure, and let BusinessMCP's dashboard track the resulting spend and usage patterns over time.

$ npx mcphosting-cli add hyperbolic

Just say it in a thread

No configs, no docs. Once connected, these are the kinds of messages your agents act on.

"Submit an inference request to a specified open-source model and return the generated output — and give me the highlights."

"Retrieve the set of open-source models currently available for on-demand gpu inference for me, then post a summary in the thread."

"Check the status and progress of a previously submitted inference job and flag anything that needs my approval."

What teams use it for

  • Run open-source LLM inference on demand for internal chat assistants without managing GPU infrastructure
  • Trigger batch image or embedding generation jobs from other MCP-connected tools like databases or vector stores
  • Prototype and compare multiple open-source models for a workload before committing to a dedicated deployment
  • Scale inference bursts for content pipelines (summarization, generation, classification) only when needed
  • Correlate GPU usage and inference costs with business activity inside the BusinessMCP BI dashboard

Agent-callable tools

run_inference_job

Submit an inference request to a specified open-source model and return the generated output.

list_available_models

Retrieve the set of open-source models currently available for on-demand GPU inference.

get_job_status

Check the status and progress of a previously submitted inference job.

cancel_inference_job

Cancel a queued or running inference job before completion.

estimate_job_cost

Return an estimated compute cost for a given inference request before it is submitted.

get_usage_summary

Fetch aggregated GPU usage and inference activity for reporting into the BI dashboard.

Your data stays yours

Credentials live in your vault. We route requests — we never store, log, or train on your data.

Works with every AI

Connect once — portable across Claude, GPT, Gemini, and every local agent you run.

Frequently asked questions

Does Hyperbolic MCP require managing my own GPU servers?

No — it provides on-demand access to GPU compute for inference, so you request runs as needed instead of provisioning and maintaining hardware yourself.

Can any AI agent use Hyperbolic MCP once it's connected?

Yes, once connected through your hosted MCP endpoint at /api/mcp, any model-agnostic agent (Claude, GPT, Gemini, or custom) can call it the same way it calls your other connected tools.

How does Hyperbolic MCP fit with BusinessMCP's BI dashboard?

Inference calls and GPU usage from Hyperbolic are logged alongside your other connected tools, so you can see compute activity in context with the rest of your business data rather than in a separate vendor console.

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