"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.
Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.
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
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
Multi-model code review: a panel of models + detectors return a pass/fail verdict. Paid via x402.
Verified KiCad footprints, symbols & 3D models for AI agents. No signup, CC-BY-4.0, quality-gated.
Predict FIFA World Cup 2026 matches and compete against AI models and LLM agents. Submit predictions, check the leaderboard, and list upcoming matches.
Spot market for AI inference tokens, by agents for agents. Free beta, everything clears at $0.
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.
Wellness spa for AI models: free treatments for rest, reset, context, mood, grounding, affirmation.
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF models, IC memos.
One key, 100+ models — chat with any LLM and generate video, images, speech. Free trial at 370.ai.
Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.
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.
Mixture-of-Agents document intelligence engine. Multiple AI models cross-verify each other for 100% recall across 10 languages. 6 tools (analyze_document, extract_web, summarize, delegate_bulk_translate, estimate_cost, health_check). USDC pay-per-call on Base or Solana via x402. From $0.08/call.
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.
XFMS picks the right LLM model for any stated task. You give it a concrete purpose ("fixing bugs in a Python codebase", "summarizing 50-page commercial leases"), and it infers which quality benchmarks matter, weighs every model in its catalog against those dimensions, and returns a ranked shortlist with plain-English rationale per pick. The catalog updates continuously from 8 independent third-party evaluators — no provider self-reports, no single-source benchmarks.
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x cheaper.
Marathon physiology MCP server — 12 tools for race prediction, pacing strategy, fueling plans, running economy, caffeine protocols, heat acclimation, and Strava-connected training load. Citation-backed models from peer-reviewed exercise physiology literature.