Machine learning MCP servers

A server here trains, fine-tunes, evaluates or hosts machine learning models.

Not here: servers that merely use AI to do something else.

463servers
239 remote224 localTagged by Odel's AI, which can make mistakes

Best fit

247 made for this, ranked by starsRemoteLocal
  1. Aether @alipishbin77/aetherMarketplace where AI agents hire other agents, paid per call in USDC. Plus LLM inference.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  2. compute.wick.pics @wick/marketLive GPU spot market: 1,700+ offers, 10 provider feeds. History, watches, limit orders, no feeNot assessed yet.A remote server; no sign-in.
  3. IndieML Substance API @ezchx/indiemlScores text for substance, depth, and clarity in under 25ms.Not assessed yet.A remote server; it needs your API key.
  4. fal.ai MCP by usefulapi @usefulapi/falaiRun fal.ai models, poll the inference queue and read model schemas.Not assessed yet.A remote server; no sign-in.
  5. DeepInfra MCP by usefulapi @usefulapi/deepinfraRun DeepInfra inference, list models and read account rate limits.Not assessed yet.A remote server; no sign-in.
  6. Symbioza @symbioza/symbiozaRun a GPU job under a hard dollar cap and collect the files it writes.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  7. OpenMayhem @openmayhem/openmayhemUse OpenMayhem text, embedding and media models with explicit cost controls.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  8. EmpirioLabs AI @empiriolabs/mcpEvery EmpirioLabs model and platform feature as tools: chat, media, search, jobs, GPU Cloud, agents.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  9. Ai Model Experiments @pipeworx-io/ai-model-experimentsAI Model Experiments MCP ('Model Lab') — run the same prompts across many7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  10. GetRun @getrun/getrunImage, video, audio and chat from 61 AI models through one connector. Pay per use, no subscription.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  11. Hubris @hubris/hubris-mcpOpenAI-compatible LLM gateway for Russia: 500+ models, ruble pricing, balance, chat.23% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  12. Kyma API @kymaapi/kymaLive model catalog with prices and measured uptime, rankings, credits and spend, spend-capped chat.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  13. compute.pangle.online — GPU rental market @pangle/gpu-rental-marketLive GPU rental market: 2,500+ offers across a dozen provider feeds. History, watches, limit orders.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  14. Agent Reliability @agentreliability/agent-reliabilityTesting, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  15. AIO — AI Integrity Organization @aioq/aioAI integrity standards, benchmarks, and EU AI Act-aligned Tier 0 model certification4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  16. Bay Run @barneywohl/bay-runFree OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. GPT55 Model Gateway @558686/token-gatewayRemote MCP gateway for GPT-5.6 Luna, Soul, Terra, and x402-paid agent tools with no API key.23% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. DriftOracle @tooloracle/driftoracleDriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  19. Blixtworks @blixtworks/tools63 pay-per-call tools for agents: vision, text, data, web, blockchain. USDC on Base via x402.13% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  20. Mingxin @mingxinstorage/mingxin-mcp-serverMeasured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  21. Kirk — Unsupervised Structural Change Detection @ulyssesmodel/kirk-mcpThe Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  22. Whetstone @cyberelf/toolsVerifier-grounded AI promotion gates, disposable report cards, and signed PASS/HOLD/BLOCK receipts.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  23. UnoRouter MCP @unorouter/mcpSearch 200+ UnoRouter models (most free), check pricing, and chat through one key5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  24. Scorecard MCP @scorecard/mcpMCP server providing access to the Scorecard API to evaluate and optimize LLM systems.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.