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. Decidealot @psyb0t/decidealotLocal Laya and Von typed decisions over TypeSafe-compatible MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  2. Math @andylbrummer/math-mcpGPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  3. Omni Nli @cogitatortech/omni-nliAn MCP server for natural language inference3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  4. MIMIR @abderahmane-ai/mimirTyped, calibrated and certified decisions over a context, with abstention and evidence.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  5. Kosha Model Discovery @sriinnu/kosha-discoveryTells your agent which model to use and what it costs, across 46 providers and local runtimes.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  6. LLM Preflight @feronovak/llm-preflightLocal, cross-provider preflight checks for LLM integration changes.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  7. ChimeraForge @sahil170595/chimeraforgeLocal-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  8. Memtrust @rudrendupaul/memtrustIndependent, reproducible benchmark harness for agent-memory backends.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  9. GPU Bridge @fjnunezp75/gpu-bridge30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.