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. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. Vibedonate @pooriaarab/vibedonateBitTorrent-style mesh for AI inference across agentic CLIs. Local-first.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  7. vLLM Ops @jaimenbell/vllm-ops-mcpRead-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  8. Mendrift @suneel190700/mendrift-mcpMCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  9. TrainTools @aparajeets/traintoolsRecommend paper-backed diagnostics for PyTorch and Hugging Face training problems.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  10. AI Guardian @aiops-tools/ai-guardianGoverned local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  11. Inference AIops @aiops-tools/inference-aiopsGoverned GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  12. LLMTest @tjacquesson/llmtest-mcpBenchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  13. Telegraph @telegraphprotocol/telegraphDecentralized AI inference (weather, deepfake detection, LLMs) with x402 USDC micropayments.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  14. Qwen 2 @runapi-builder/qwen-2-mcpRunAPI MCP server for Qwen 2: create tasks, poll status, check pricing.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. ML Lab @rohithraju-ops/mcp-ml-labRun end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  16. Qwen MCP @rocnubie/chat-mcpQwen AI Chat guide to Qwen3.6-Plus and qwen3.6-flash with practical notes on 1M context, coding7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  17. DeepSeek FR MCP @rocnubie/deepseekfr-mcpIndependent French workspace for evaluating DeepSeek-V3-class chat and DeepSeek-R1 reasoning.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  18. Safe Kaggle MCP @parkseokjune/kaggle-mcpSafety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  19. PathCourse Health (PCH) @pathcourse-health/mcp-serverCheaper LLM inference, USDC agent payments via x402, agent identity / reputation lookup.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Golden Dataset @nipunkhanderia/golden-dataset-mcpVersion-controlled golden datasets and RAG evaluation, no API key needed.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  21. MyAi @myaitoken/myai-mcpDecentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  22. redline @gowtham0992/redlineRun local prompt regression checks from prompt-response logs in AI coding assistants.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  23. Offline @gabrielmahia/offline-mcpMCP server enabling offline-first agent operation over intermittent connectivity4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  24. DCP @dhnpmp-tech/dcp-mcpSaudi sovereign AI compute: OpenAI-compatible inference, rent GPU pods, manage storage.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.