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. ColabFit @colabfit/colabfit-mcpAn MCP server that provides access to the ColabFit database5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  2. Toolpiper @modelpiper/toolpiperOn-device MCP tools for macOS: local AI, speech, vision, browser automation, system control.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  3. Image Tools - Background Removal, Upscaling & Face Restoration @fasuizu-br/image-toolsBackground removal, 4x upscaling, and face restoration via GPU6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  4. VerifiMind PEAS - RefleXion Trinity @creator35lwb-web/verifimind-genesisX-Z-CS AI validation with auditable reasoning. 8 active tools; 5 in maintenance. v0.5.6414% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  5. Groundwork @nickjlamb/groundworkDeployment-readiness checks for document-QA and extraction AI: grounding, extraction, CI gate.Not assessed yet.Runs on your machine, installed from npm.1 GitHub stars.
  6. Harvest @the-warl0ck/harvest-mcpPlain-English training-data scout: 12 experts sweep HuggingFace + GitHub, compose scored packs.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  7. GoHumanize Open Humanizer @gohumanize-ai/gohumanize-open-humanizer-mcpRewrite AI-styled text into natural writing with a fine-tune model.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  8. tokcalc MCP Server @stevecrates489-commits/tokcalcLLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  9. Zhijiangyun Cloud (智匠云) @artibot/zhijiangyunRobot embodied-AI cloud for GPU training, inference, benchmarks, and robot data collection.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
  10. BridgeNode MCP @bridgenode-ai/bridgenode-mcpBridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  11. Neurarch @neurarch-ai/neurarch-mcpReads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  12. Xplainable @xplainable/xplainable-mcp-serverTrain, explain, optimise and deploy transparent glass-box ML models via workflow tools.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  13. NeuronScope @rudrendupaul/neuronscopeTraces which neurons and attention heads drive a language model's output via MCP tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  14. EdgeGate @frozo-ai/edgegate-mcpRegression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  15. Onde Inference CLI @ondeinference/onde-cliManage your Onde Inference account and models: apps, model catalog, fine-tuned GGUF deploys.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  16. Gpusmarket @jyswee/gpusmarketRent real GPUs from the terminal. Per-second billing, $0.50 minimum. stdio MCP server.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  17. RunComfy MCP @runcomfy-com/runcomfy-mcpRemote MCP for RunComfy: ComfyUI deployments, hosted models, LoRA training. 31 tools.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  18. MLflow @us-all/mlflowMLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  19. apple-fm-mcp @sophiacave/apple-fm-mcpApple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  20. Yolo @rjn32s/mcp-yoloAn MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  21. Holomime @productstein/holomimeBehavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  22. Gate402 @pgalyen1987/gate402-mcpx402 pay-per-call agent APIs: LLM inference, Base trading data, SEC filings & scraping10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  23. Opengate @nickjlamb/opengate-mcpCheck whether an AI answer is grounded in its context — deterministic, no LLM judge.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  24. Trustmodel @karlmehta/trustmodel-mcpScore any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.