"Understanding Inference Models" matching MCP connectors:
Matching Connector Tools:
Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.
Live GPU compute & inference token price indices for AI agents — 591 reference indices across H100/A100/B200/B300 spot+on-demand, Claude/GPT/Llama token pricing, and more. Every value is methodology-versioned and citable via the /v1/verify handshake.
Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression
Access premium IPO intelligence through AI agents. Retrieve detailed company profiles for upcoming and recent public offerings — including deal terms, SEC filings, AI-generated research with valuation models, competitor benchmarking, underwriter ratings, risk screening, and board analysis. Monitor overall market conditions with a proprietary daily sentiment score (-100 bearish to +100 bullish) with historical trend data to help time investment entries.
Generate and edit images, videos, and audio with 150+ models from 20+ vendors.
AI inference via MCP — pay per request with Solana USDC through x402. No API keys.
320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.
Train portable RVC v2 voice models from audio in the cloud and download the .pth, .index, and ZIP.
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.
Discover Frontier inference capabilities and read sanitized usage through read-only tools.
Read-only Animica chain data, free AI inference, verifiable quantum randomness, and mining stats.
Image, video, music and text generation across 100+ models through one endpoint.
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
Tried the rest? Try the best FREE: full ULTRA LoRA, no signup. 57 models, 31-actor growing pack.
AI Briefing MCP — Keep AI models current on industry developments
Hosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.