FREE — start here. Returns an overview of this server: the IBM Granite tools available, their per-call USDC prices, how the x402 pay-per-call flow works, setup requirements, and runnable example calls. No payment required. Call this first to orient before invoking a paid tool.

Chat completion powered by IBM Granite foundation models (default: ibm/granite-3-8b-instruct). Send a conversation as role/content message pairs and receive the assistant reply with token usage. No IBM Cloud account required — pay $0.02 USDC per call via x402.

Code generation, review, refactoring, and explanation via IBM Granite instruct models. Provide a task type and code/prompt; receive the generated or reviewed code with explanation. No IBM Cloud account required — pay $0.025 USDC per call via x402.

Generate embedding vectors for one or more texts using IBM Granite (default: ibm/granite-embedding-278m-multilingual). Returns one float array per input, suitable for semantic search, RAG retrieval, and similarity scoring. Up to 64 texts per call. No IBM Cloud account required — pay $0.005 USDC per call via x402.

Structured document analysis powered by IBM Granite: extract entities, sentiment, risk signals, a concise summary, and recommended next steps from any text (contracts, reports, emails, code reviews, etc.). Returns a machine-readable JSON analysis. No IBM Cloud account required — pay $0.04 USDC per call via x402.

Zero-shot time-series forecasting via IBM Granite TTM (Tiny Time Mixer). Provide a numeric series with ISO-8601 timestamps and a cadence, receive the forecast horizon. No training required. Suitable for revenue, traffic, sensor, energy, and financial series. No IBM Cloud account required — pay $0.05 USDC per call via x402.