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MCP servers tagged data-science

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

95
live servers
43
avg trust
2.9K
most stars
51

Wbgapi360

Enterprise-grade Async Python Client for World Bank Data360 API with hybrid MCP support for AI Agents (Claude/OpenAI).

34
52

Data Forge MCP

Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading,…

34
53

Aleatoric Engine MCP

Aleatoric Engine Causal AI Data Generator MCP Client

34
54

Foxtrotcommunications Roundtable Core

A distributed capability runtime where AI plans work and deterministic services execute it.

34
55

InmoPipeline

Proyecto integral de análisis y modelado predictivo de datos inmobiliarios, que abarca recolección, transformación, visualización y machine learning utilizando Python y herramient…

34
56

Kaggle Arena Agent

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

34
57

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
58

SIstema De Gestion De Monitores

Sistema de Gestión de Monitores de Salas de Cómputo (SGMSC) evolucionado a Agente Inteligente. Integra arquitectura RAG, Model Context Protocol (MCP) y memoria contextual para adm…

34
59

Google Meridian MCP

Cloud-agnostic Model Context Protocol (MCP) server for Google Meridian & Marketing Mix Modeling (MMM). Grounded in first principles, data science control points, Bayesian prior ca…

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60

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,…

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61

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…

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62

Goodvibes

Let LLMs explore your R environment, read docs, and run code over MCP

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63

Data Science Agent

Verifiable AI data scientist for CSVs and databases — SQL, statistics, ML, and visualization with claim-level evidence and reproducible artifacts.

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64

Claude Codex MCP Starter

🤖 Streamline AI assistant integration with templates for effective collaboration and project-specific configurations in your development workflow.

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65

AI Explains What They Meant An Emotion Insight Mining Framework For Podcasts

Mine Lex Fridman-style podcast transcripts for topics, classifications, and chat Q&A. | F, l, a, s | Tracked repository files: 63; Python modules (non-pycache): 15; Notebooks: 5

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66

AIMLNotes

Structured AIML study notes by Sourojit Dhua — Python, classical ML, ensembles, neural nets, LLM pipelines, and MCP.

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67

Cogniquery

Slack-native natural-language data analyst that turns database questions into SQL, charts, and PDF reports.

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68

Priorlabs

Prior Labs — independent third-party profile of a public API surface, by API Evangelist. Prior Labs builds TabPFN, a tabular foundation model that delivers strong predictions on s…

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69

Learning Data

I will use this repository for all my learning notes, to learn new concepts and revise old ones.

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70

Daraz Scraper

Production Flask service that scrapes Daraz.pk product listings and serves PCA + UMAP analytics via REST + WebSocket API — systemd / ngrok / MCP-automated daily pipeline

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71

606data

MCP Server for interacting with the Chicago Data Portal

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72

Patch Bay MCP Server Ecosystem Graph

A network dataset and analysis mapping the Model Context Protocol (MCP) server ecosystem - 4,372 servers connected by shared-category relationships, extracted from GitHub's API an…

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73

Predactiv MCP Python Samples

Python-based sample AI agents for Predactiv MCP

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74

Anakrisis

Ethics-aware OSINT investigation planning, collection, and risk evaluation, delivered as an MCP server. Classification, risk tiers, hard stops, and defensible documentation — driv…

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75

Real Time Job Recommendation System MCP

Streamlit resume coach that plans via an agent loop and fetches jobs through MCP/Apify. | S, t, r, e | Tracked repository files: 30; Python modules: 19; Default OPENAI_MODEL: gpt-…

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76

Python MCP Weather Server

FastMCP stdio server exposing a resilient `check_weather` tool over wttr.in with demo fallback and observation metadata. | MCP FastMCP, pytest, uv | Default weather HTTP timeout:…

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77

Elbi

Write a Python function. Elbi serves it to AI agents over the Model Context Protocol as a versioned, cached, verified tool.

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78

ContextHub

BryceEWatson

ContextHub

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79

Ds Workspace MCP

DiogoRibeiro7

A Model Context Protocol server for safely inspecting and profiling local analytical datasets.

updated 2 months ago
34
80

Ecosentinel

maahipatel05

🌍 MCP server giving Claude live environmental data: air quality, wildfires, and weather, plus statistical anomaly detection and causal inference (DoWhy) to explain why pollution s…

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81

Projeto Rag Geometrico

Dellos12

"Motor de RAG fundamentado em Geometria da Informação e Variedades Estatísticas. Implementação industrial com Docker, FastAPI e MCP para alinhamento vetorial de alta precisão."

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82

Starter Kits

vinkius-labs

12 ready-to-use .mcp.json bundles for Sales, DevOps, Marketing, Data Science, Crypto, and more. Copy one file and your AI has live tool access.

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83

StatTools

zhangxiany-tamu

MCP server for AI agents to discover and call R and Python statistical functions with structured tools.

34
84

Hn Tech Trends Dataset

spinov001-art

Free dataset: 500 Hacker News stories about AI, web scraping, startups, MCP, and automation (2006-2026)

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85

Duckdb Analyst MCP

tm4gic

Minimal MCP server giving Claude a DuckDB analytics sandbox: load any CSV/Parquet, run SQL, get summary stats.

34
86

Guia Claude Certified Architect

git-Lippke24

Guía teórico-práctica no oficial para la certificación Claude Certified Architect. Notebooks en Python que cubren Claude API, tool use, Agent SDK, MCP, Claude Code y salida estruc…

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87

Calma

rikhinkavuru

Re-run the work, recompute the number, block the wrong one before it ships — a deterministic guardrail for AI-computed results. CLI · Claude Code hook · MCP.

34
88

Week 05 Ml Masterclass

hereandnowai

Week 5 ML Masterclass by HERE AND NOW AI - AI is Good

34
89

TradeGenuis Options

elitelegacyrp

Discover and trade US stocks & crypto options with AI-powered signal scanning, research reports, and disciplined trade journaling.

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90

SkyPilot

222394

Automate Elytra flight, navigation, and landing for Meteor Client with intelligent pathfinding and rocket management.

34
91

Model Explainability MCP

gamzeakkurt

MCP server that lets Claude explain ML model predictions with SHAP: feature importance, per-prediction explanations, what-if analysis and plots. Read-only and works with any jobli…

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92

Contexthub

contexthubhq

ContextHub

updated a year ago
34
93

Server

margelatufml

Production-grade multi-agent AI system for data analysis — 3 MCP servers, 29 tools, LangGraph orchestration, React frontend, Langfuse observability, Docker Compose deployment

updated 6 months ago
34
94

Infranode Python

street1983nk

Keyless Python client for the InfraNode open-data API (84 German cities) with LangChain and LlamaIndex tools.

updated a month ago
34
95

Caloogy Code

No description published.

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