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MCP servers tagged machine-learning

374 live MCP servers tagged "machine-learning", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with machine-learning.

374
live servers
41
avg trust
74K
most stars
201

Breezeml

A beginner-friendly, production-aware ML workflow layer for students, analysts, and AI agents. Train, compare, explain, export, and deploy scikit-learn models without the boilerpl…

34
202

Prisma Gemini DeepThink API

Provide a multi-expert deep reasoning API with OpenAI-compatible interface optimized for Gemini 3.1 Pro and creative language tasks.

34
203

Codeloom

Your AI agent's codebase map. Local-first, hybrid-search code graph for 51+ languages & formats. MCP server. 100% private.

34
204

Rag Server Template

MCP server starter template for exposing RAG retrieval tools with a language-agnostic architecture.

34
205

Agentic AI LLM Apps

A modular repository for experimenting with LangChain, LLM-powered Agents, and Autonomous AI Workflows. It contains practical implementations, mini-projects, and research-based pr…

34
206

Vertex AI MCP

MCP server for Google Vertex AI — 181 tools covering all v1 REST API endpoints

34
207

Flama Examples

A set of curated examples showcasing Flama's capabilities

34
208

Mcpharden

MCP server hardening linter — capability declarations, transport, tool descriptions

34
209

MyKnowledgeBase

Personal Knowledge Base & Technical Research Hub by Ahmed BARGADY (AI Engineer & PhD Student @ UM6P). Comprehensive mathematical derivations, PyTorch/DGL code implementations, APT…

34
210

Oncotarget Luad

Scientific MVP for LUAD target prioritization using knowledge graphs, GraphSAGE, and GraphRAG.

34
211

Activedrops Research

Investigate cytoskeletal dynamics with browser-based tools for motor-sequence comparison, biochemical studies, and sequence-recombination experiments.

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212

Esca

Rust/Python MIT chess library: rules, facts, explanations, PGN, opening books and names, UCI client, and an MCP server over it; one API, Chess960 throughout.

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213

Model Orchestrator

A Python app that uses a Model Control Plane (MCP) to orchestrate three simple ML models (summarization, sentiment analysis, keyword extraction) via a REST API. All model versions…

34
214

AI Salesperson MCP

A fast, AI-powered backend for e-commerce that enables text-to-image, text-to-text search, and product filtering using CLIP, Sentence Transformers, and FastMCP.

34
215

Groupem

Cross-browser tab grouping extension with secure MCP server and optional ML microservice.

34
216

Kaggle Arena Agent

Kaggle Pro 2026: AI Agent Automation for Datasets, Models & Competition Wins

34
217

Aicard

Auto-generated NIST AI RMF / EU AI Act Annex IV model & system cards

34
218

Lineage

A unified learning plus architectural framework for understanding and building AI systems. Lineage makes AI understandable, teachable, and extensible - by exposing the causal st…

34
219

Modelroute

Local model router / proxy across Ollama, vLLM, and cloud with fallback

34
220

Cspt Research

Analyze Client-Side Path Traversal vulnerabilities in frontend frameworks with proof-of-concept labs and detection tools.

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221

Mflowy

MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis & model training, exposed as MCP tools

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222

First Scan Otif

Calibrated GBT (isotonic XGBoost) scores first-scan promise-miss risk on public Olist data. Exception handling policy; LangGraph/MCP agent executes it in simulation. Judged on bus…

34
223

AI Video Search

🧐 Discover key moments in videos with natural language queries using AI, all running locally in your browser for fast and private searches.

34
224

BlenderCPP Hub

BlendHubCPP™ — Neural CPP Hub with SSMCP™. The Model Context Server for Blender. LoRA plugins, real-time bone streaming.

34
225

Awesome Claude Universe

Curated monorepo: 70+ Claude Code, MCP, skills & tooling snapshots + MANIFEST. For R&D and discovery

34
226

Qdrant Fabric

Model Context Protocol server for Qdrant - Part of Infrastructure as a Fabric ecosystem. Provides 30+ tools for vector database operations, semantic search, and AI memory manageme…

34
227

Aluminum Os

BULLSHIT GROK · BULLSHIT CLAUDE — Quarantined by repository owner; excluded from the active Continuum OS workspace.

34
228

Rr Agent Site

RR-Agent — 自研 A股量化研究工作台 · 因子库 · ML 选股 · CPCV/DSR 回测 · 组合优化 · 算法执行。Self-developed quantitative research workbench for China A-shares: in-house factor library, ML stock selection, C…

34
229

Robinhood AI Portfolio Analyzer

Production-grade AI portfolio copilot: PydanticAI + MCP agents, Robinhood sync, macro analysis, and streaming chat on FastAPI & Next.js

34
230

AutoDS Copilot

A no code AI data science copilot. Point it at a spreadsheet and it runs the whole machine learning workflow, then explains the result in plain language. Built with scikit learn,…

34
231

Molla

Local inference server in pure Mojo. Speaks OpenAI, Anthropic, and MCP. Models are OCI artifacts. Same source runs on CPU, NVIDIA, AMD, and Apple GPUs. Apache-2.0 all the way down.

34
232

Csc Algorithms

A structured repository dedicated to implementing, analyzing, and documenting foundational computer science algorithms and data structures using Python. This project serves as an…

34
233

Commerceos AI

Agentic AI Capstone: An Autonomous multi-agent e-commerce platform powered by LangGraph orchestration, CrewAI fraud analysis, and 5 specialist AI agents — Support (RAG), Invent…

34
234

Grafana AI

AI-powered observability platform using Grafana, Prometheus, MCP and local LLMs for intelligent infrastructure analysis.

34
235

Developer Assistant

MCP server with AI-powered code intelligence, OAuth 2.1 security, behavioral anomaly detection, and semantic code search.

34
236

TheAIE

This repository presents four Capstone projects developed as part of the "the AI Engineer" program

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237

Reynard Tool Calling

AI agent CodeMode execution with native TypeScript tools and advanced algorithms

34
238

Keown Work

Software engineering, cloud, data engineering and AI projects featuring Python, Azure, SQL Server, SSIS, Power BI and browser automation.

34
239

Kensho

Kensho — independent third-party profile of a public API surface, by API Evangelist. Kensho Technologies is the AI innovation hub of S&P Global, building machine learning and AI s…

34
240

HyperFlow

A high-performance hyperlocal quick-commerce operations engine. Implements Heteroscedastic Tobit Maximum Likelihood Estimation (MLE) for censored demand forecasting, a Gated Rando…

34
241

Human Like AI School Assistant

A human-like AI school assistant that uses LLMs, RAG, and intelligent tool integration to help students with academics, school information, and natural conversational interactions.

34
242

ML Engineer RoadMap

🚀 A comprehensive roadmap to become an expert ML Engineer, AI Engineer, Data Scientist, or Python Engineer from scratch | Sıfırdan ileri seviyeye ML, AI ve Data Science uzmanı olm…

34
243

Soundfetch

License-aware CLI, Python API, and MCP server for searching and downloading openly licensed audio from Openverse, Freesound, and Internet Archive.

34
244

Notebook Collection

This repository is a collection of Jupyter notebooks I've managed to collect from exercises from various courses and online sources.

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245

Aimu

Easy to use tools for working with generative AI models, written in plain Python, and designed for learning how generative AI systems work

34
246

Qdrant Self Hosted

🗄️ Run a self-hosted Qdrant vector database using Docker with easy setup, persistent data, and integration for smooth service connections.

34
247

AI Learning Resources

Curated learning path from 'what is AI?' to building with Claude Code and MCP. Quality over quantity.

34
248

Syntax Supercut Studio

Browse a curated list of top AI tools, models, and frameworks to accelerate your development work.

34
249

AI Engineer Vault

Build production-ready AI systems with vendor-neutral patterns for LLMs, retrieval, and agents.

34
250

Agentic AI Overview

Hands-on catalog of 15 agentic AI design patterns with runnable LangGraph examples. Same 3 scenarios (IT helpdesk, e-commerce, ML pipeline) across all patterns. OpenAI & DeepSeek,…

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