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. Index9 @index9-org/mcpDiscover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  2. NVIDIA NIM @david-eve-za/nvidia-nim-mcpMCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, reranking5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  3. Evals @cyanheads/evals-mcp-serverAuthor verifiable eval records through a draft→review→revise→submit loop with enforced graders.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  4. Sentor @nikx-tech/sentor-mcpScore sentiment toward specific entities in text. Cluster documents and name topics.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  5. Forge @voxell/forgeMCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  6. glin @akashchatterjee/glinExactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  7. Calibration Explorer @m-sanchez/calibration-explorerCheck classifier confidence against accuracy, fit temperature scaling and save local reports.Not assessed yet.Runs on your machine, installed from npm.
  8. Ephemeris Time-Series Forecasting @cascade/ephemerisProbabilistic time-series forecasts from zero-shot foundation models: routed, single or ensembled.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  9. OpenNodes @opennodes-io/opennodesDiscover verified AI inference nodes, get the best node+model per task, pre-price chains.Not assessed yet.Runs on your machine, installed from npm.
  10. mcp-computeflux @computeflux2026isgod/mcp-computefluxOpenAI-compatible multi-model inference via ComputeFlux (Polkadot testnet, TEE-verifiable). stdio.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  11. DDG Agent Services @daedalusdevelopmentgroup-com/ddg-agent-services-mcpPay-per-call x402 gateway: agent tools, OpenAI-compatible LLM, market data, RPC, security audits.14% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  12. jevjam @beremaran/jevjamTyped decisions (choice, score, yes/no) from Laya, Julia-1 and clef-flash on your own GPU4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  13. Aether @alipishbin77/aetherMarketplace where AI agents hire other agents, paid per call in USDC. Plus LLM inference.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  14. compute.wick.pics @wick/marketLive GPU spot market: 1,700+ offers, 10 provider feeds. History, watches, limit orders, no feeNot assessed yet.A remote server; no sign-in.
  15. IndieML Substance API @ezchx/indiemlScores text for substance, depth, and clarity in under 25ms.Not assessed yet.A remote server; it needs your API key.
  16. fal.ai MCP by usefulapi @usefulapi/falaiRun fal.ai models, poll the inference queue and read model schemas.Not assessed yet.A remote server; no sign-in.
  17. DeepInfra MCP by usefulapi @usefulapi/deepinfraRun DeepInfra inference, list models and read account rate limits.Not assessed yet.A remote server; no sign-in.
  18. Symbioza @symbioza/symbiozaRun a GPU job under a hard dollar cap and collect the files it writes.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  19. LEEVAR reliability battery @forevercrab321-svg/leevarGrade an AI agent's transcripts on 18 reliability tests. Thin evidence is NOT TESTED, not guessed.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  20. Ollama / vLLM Bridge @setheerwagen/mcp-ollama-vllmCall your local Ollama or vLLM model over MCP with schema-validated JSON output4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  21. AlphaFold @mrfentmen/alphafold-mcpKeyless MCP server for AlphaFold: protein structure predictions by UniProt accession, confidence...6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  22. Laya @dockndevai/mcp-layaSafe-by-default MCP for Laya: fast, local, typed decisions (classify/score/yes-no), 100+ langs.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  23. TensorCAD @filip-pajalic/tensorcadDesign transformer LLM architectures and report their parameters, FLOPs, memory and cost3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  24. Laya Typed Decisions @perrylink/laya-mcpTyped noul / choice / score judgments from a local Laya model, with token-budget preflight.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.