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. Disco @leap-labs/discovery-engineFind novel, statistically validated patterns in tabular data — hypothesis-free.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.7 GitHub stars.
  2. Tuning Engines - Governed AI Runtime @cerebrixos-org/tuning-enginesGovern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  3. Hologram Model Hub @uor/model-hubFind open models and get download links with the SHA-256 each file must have.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.5 GitHub stars.
  4. Talkies @psyb0t/talkiesSelf-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.5 GitHub stars.
  5. Replicate @sena-labs/replicate-mcp-serverReplicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  6. Createya — AI Image & Video Generation @createya-ai/createya-mcp100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.15% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.4 GitHub stars.
  7. Clef @highlyloadedego/clef-mcpLocal MCP server for the Cloudflare Clef-Flash decision model: structured decisions, fully offline4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  8. Neural @andylbrummer/neural-mcpGPU-accelerated MCP server for neural network training, deep learning, and model experimentation4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  9. 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.
  10. CompletionKit @completionkit/evalsPrompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  11. Palimpsest — censorship, China economy and model-eval observatory @beepboop2025/palimpsestRights-aware censorship, China-economic status, and tamper-evident AI evaluation tools.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  12. Tenzro Ledger MCP @tenzro-network/tenzroTenzro Ledger MCP: wallet, identity, payments, inference, staking, bridges, verification, agents.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  13. 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.
  14. 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.
  15. Nimbus BCI @nimbusbci/nimbus-mcpAI agents build, train, and analyze BCI/EEG pipelines: data, models, experiments, live sessions.Not assessed yet.A remote server; no sign-in.2 GitHub stars.
  16. 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.
  17. NLP Tools - Sentiment, NER, Toxicity & Language Detection @fasuizu-br/nlp-toolsToxicity, sentiment, NER, PII detection, and language identification tools5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  18. 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.
  19. DEEPBOM @junhwan-kwon/deepbomBrowser-local and CLI static evidence for deployed AI model artifacts.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  20. 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.
  21. 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.
  22. WhitePact @guruprasath-annadurai/whitepactAI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.2 GitHub stars.
  23. 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.
  24. 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.