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. 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.
  2. dashAI (unofficial) @maarmapa/dashai-mcpTrain, track and query models on a running dashAI instance. Read-oriented, no delete tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. RyRank @trigeochiral/ryrankCohere-compatible pay-per-call reranker, no signup, x402/USDC6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  8. Rechtssysteem.ai @rechtssysteem/rechtssysteem-mcpLekkage-vrije voorspelling van Nederlandse rechtszaken, getraind op 609.715 uitspraken9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  9. ~alter mcp-ollama @true-alter/mcp-ollamaWraps local Ollama models so bulk generation runs on your own hardware, not a paid API.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  10. 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.
  11. Model Manager @setheerwagen/mcp-modelmanagerManage your local model machine over MCP: state, model pull/remove, service switch, LoRA training5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  12. BanditDB @banditdb/mcpPersistent decision memory for agents — learns which action works in which context3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  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. retriEVAL @hcarrillo001/retrieval-mcpLLM evals as MCP tools: score outputs for faithfulness, relevancy, and hallucination.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  15. 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.
  16. GGUF @arose26/gguf-mcpInspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  17. 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.
  18. 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.
  19. VMware Private AI (GPU & Model Serving) @vmware-skills/vmware-privateaiVMware Private AI (NVIDIA): GPU inventory, vGPU profiles, utilization, model serving — 17 tools5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  20. Krauncher analyzer @ilya-a-sergeyev-ger/krauncher-mcpHow long a GPU job will run and cost, before running it — static code analysis, never executed.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  21. 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.
  22. GenieLocker @nhantour/genie-lockerDiscover and quote quality-gated private AI inference without creating or buying a locker.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  23. 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.
  24. 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.