Data Science & Analytics MCP Servers
207 data science & analytics MCP servers for Claude Code and AI agents, ranked by real installs from npm, PyPI and skills.sh. dbt-mcp leads with 105k installs a month.
#Type
- 1dbt-mcpA MCP (Model Context Protocol) server for interacting with dbt resources.Jul 2026
- 2mcp-server-chartA Model Context Protocol server for generating charts using AntV.May 2026
- 3jupyter-mcp-server🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.Jul 2026
- 4tableau-mcpHelping agents see and understand data.Jul 2026
- 5oxylabs-mcpFetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.Jun 2026
- 6aix-dbAix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。Jun 2026
- 7google-analytics-mcpGA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.Jul 2026
- 8mcp-for-stataLet LLM help you achieve your regression analysis with StataJul 2026
- 9blockrun-mcpBlockRun MCP Server - Give your AI agent web search, deep research, prediction markets, and crypto data. Paid via x402 micropayments.Jul 2026
- 10spotifyscraperPublic Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.Jul 2026
- 11misataMulti-table synthetic data with FK integrity and exact declared aggregates. No real data.Jul 2026
- 12mcp_weather_serverproviding weather information, air quality data, and timezone utilities using the Open-Meteo API.Jul 2026
- 13pdbe-mcp-serversA Model Context Protocol (MCP) server for accessing PDBe (Protein Data Bank in Europe) structural biology data and servicesJul 2026
- 14mcp-metabase-serverMCP server for Metabase — 96 tools covering dashboards, cards, databases, tables, collections, public sharing, schema cache, and SQL-to-MBQL conversionMay 2026
- 15itasca-mcpMCP server for ITASCA software (PFC, FLAC, 3DEC) simulation workflowsJul 2026
- 16sidemanticUniversal semantic layer - import from Cube, dbt, LookML, Hex, and moreJul 2026
- 17orionbelt-semantic-layerOpen-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into optimized SQL, semantic context, KPIs, and DQ rules.Jul 2026
- 18mcp-echarts❤️ Generate visual charts using Apache ECharts with AI MCP dynamically.Jan 2026
- 19mcp-server-weiboA MCP Server for WeiboMar 2026
- 20wandb-mcp-serverThe official implementation of the W&B Models and Weave MCP server.Jul 2026
- 21cursor-notebook-mcpModel Context Protocol (MCP) implementation for Jupyter notebooks to overcome limitation with CursorNov 2025
- 22mcp-dashboards45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversationJul 2026
- 23deepset-mcp-serverCollection of MCP tools and Agents to work with the deepset AI platform. Create, debug or learn about pipelines on the platform. Useable from the CLI, Cursor, Claude Code, or other MCP clients.Jul 2026
- 24metabase-mcpModel Context Protocol (MCP) server for Metabase - Connect AI assistants like Claude and Cursor to your Metabase analytics platformApr 2026
- 25origin-pro-mcp-skillMCP server for controlling OriginLab Origin Pro via COM automationMay 2026
- 26mcp-kql-serverExecute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integrationJun 2026
- 27graphlit-mcp-serverGraphlit MCP ServerJan 2026
- 28mcp-server-jupyterMCP server for Jupyter notebooksFeb 2025
- 29garmin-connect-mcpMCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sleep data, and training analysisMay 2026
- 30chatspatialNatural language-driven spatial transcriptomics analysis with 60+ methods via MCPJul 2026
- 31stata-codeAgent-native Stata bridge — one core, multiple frontends (MCP, Jupyter, VSCode)Jul 2026
- 32naver-search-mcpNaver Search MCP ServerJul 2026
- 33vectorcodeA tool to vectorise repositories for RAG.Feb 2026
- 34livetennisapi-mcpReal-time tennis scores, players, odds and model win-probability for ATP, WTA, Challenger, ITF.Jul 2026
- 35encode-toolkitMCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experimentsJul 2026
- 36stata-ai-fusionMCP Server + Skill for Stata: execute commands, inspect data, and generate high-quality Stata code with AIJun 2026
- 37kaggle-mcpMCP server for KaggleMay 2026
- 38kaggle-mcpKaggle API integration through the Model Context ProtocolJun 2025
- 39sparql-llmAccess SIB biomedical knowledge graph via SPARQL queries using natural language.May 2026
- 40pyprocMCP tools for real-time Indonesian public procurement data from SPSE/InaprocJun 2026
- 41aviationstack-mcpAn MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft typesJul 2026
- 42data360-mcpWorkspace root for @data360 npm packages (tool-types, mcp-viz-core, mcp-ui, mcp-ui-angular).Jul 2026
- 43sktime-mcpMCP (Model Context Protocol) layer for sktime - Registry-Driven for LLMsJul 2026
- 44napari-mcpMCP server for remote control of napari viewers via Model Context ProtocolMar 2026
- 45video-research-mcpGive Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video generation, and Weaviate knowledge store — powered by Gemini 3.5 Flash.Jul 2026
- 46epanet-mcp-serverA Model Context Protocol server providing tools to simulate and analyse EPANET water distribution networksJun 2026
- 47mcp-cnbsMCP server for China National Bureau of Statistics (CNBS) data accessApr 2026
- 48csvglowGenerate beautiful HTML dashboards from CSV/Excel filesMar 2026
- 49sumologic_mcpModel Context Protocol server for Sumo Logic API integrationOct 2025
- 50mcp-excelMCP server for Excel file operations using atomic primitivesFeb 2026
- 51maxcompute-mcp-serverA MCP server for MaxComputeApr 2025
- 52tableau-mcp-serverMCP server for Tableau Server / Tableau Cloud REST API integrationApr 2026
- 53rybbit-mcpMCP server for Rybbit Analytics - query statistics, errors, users, sessions, funnels, goals, and performance metrics via Claude CodeJul 2026
- 54power-bi-mcp-serverModel Context Protocol server for Power BI - enables AI assistants to interact with Power BI workspaces, datasets, and reportsNov 2025
- 55mcp-server-llamacloudA MCP server connecting to a managed index on LlamaCloudJun 2025
- 56mcp-open-data-hkThis is an MCP (Model Context Protocol) server that provides access to data from [DATA.GOV.HK](https://data.gov.hk), the official open data portal of the Hong Kong government.Aug 2025
- 57echarts-mcpApache ECharts MCP ServerJul 2026
- 58metabase-mcp-serverA Model Context Protocol server that enables interaction with Metabase via LLMsNov 2025
- 59ultraragUltraRAGJul 2026
- 60istat_mcp_serverMCP server for accessing Italian ISTAT statistical data via SDMX APIJun 2026
- 61clarilayerIndividual-analyst context layer over MCP: recall, remember, bootstrap, reconcile, and propose your data context. The live contract is discoverable at connect (capability v32).Jun 2026
- 62dashA self-learning data agent that delivers insights, not just SQL resultsJul 2026
- 63datagouv-mcpModel Context Protocol (MCP) server for interacting with data.gouv.fr datasets and resources via LLM chatbotsJul 2026
- 64financemcpProfessional financial data MCP server with Tushare-based multi-market and aggregate analyticsMay 2026
- 65marmotOpen-source data catalog. Search assets, explore lineage, and find ownership.Jul 2026
- 66pgmcpAn MCP server to query any Postgres database in natural language.May 2026
- 67veritasgraphThe first zero-trust, air-gapped Enterprise GraphRAG server for the Model Context Protocol (MCP).Jul 2026
- 68mcp-victoriametricsMCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentationJul 2026
- 69world-intel-mcpWorld Intelligence MCP Server — real-time global intelligence across 30+ domains with 100+ MCP toolsJun 2026
- 70mcptoolsModel Context Protocol For RJul 2026
- 71plato-scientific-research-autonomous-agentMulti-agent AI scientist that turns experimental data into publication-ready research papers.Jul 2026
- 72real-estate-ai-agentA real estate AI systemJul 2025
- 73mcp-bigquery-serverMCP server for interacting with BigQuery databasesMay 2026
- 74goldenmatchZero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-head and scales from a CSV to a verified 100M-row dedupe in 9.2 min. Fuzzy/exact/probabilistic + PPRL + LLM + identity graph.Jul 2026
- 75powerbi-mcpMCP server for natural language interaction with Power BI datasetsJul 2026
- 76clarity-mcp-serverMCP Server for Microsoft Clarity based on data export APIFeb 2026
- 77gds-agentNeo4j Graph Data Scientist Agent (MCP Server & Skills)Jul 2026
- 78byaanOpen-Source data analyst your team actually owns. Ask in Slack, on Mac, or via MCP. Byaan learns your business. Read-only by designJul 2026
- 79chembl-mcp-serverA comprehensive Model Context Protocol server for accessing ChEMBL chemical database with 27 specialized tools for drug discovery, chemical informatics, and bioactivity analysisDec 2025
- 80us-census-bureau-data-api-mcpThe U.S. Census Bureau Data API MCP connects AI Assistants with official Census Bureau statistics.Mar 2026
- 81arionArion is an AI agentic desktop application for geospatial analysis.Apr 2026
- 82sympy-mcpA MCP server for symbolic manipulation of mathematical expressionsMar 2026
- 83gdal-mcpFastMCP server for Python-native GDAL ops (Rasterio/PyProj/pyogrio|Fiona/Shapely)May 2026
- 84open-meteo-mcpModel Context Protocol server for Open-Meteo weather APIsJul 2026
- 85bioinformatics-agent-skillsMCP server for bioinformatics agent skills — query a knowledge graph of 78 bioinformatics workflows directly from Claude CodeApr 2026
- 86archhub-mcp국토교통부 건축HUB(공공데이터포털) → MCP 서버. 건축물대장·건축인허가·주택인허가 + 법정동코드 + 노후건축물/동단위 통계 분석.Jul 2026
- 87ckan-mcp-serverMCP server for interacting with CKAN open data portalsJul 2026
- 88metabase-mcp-serverA Model Context Protocol server for Metabase integrationJul 2026
- 89matlab-mcp-serverMCP server for MATLAB integration - Execute MATLAB code and generate scripts via MCP protocolMay 2025
- 90cecedata-agent基于 Mcp 架构的 ChatBI，是一种数据分析智能体的解决方案May 2025
- 91sumo-mcp-serverSUMO-MCP: Autonomous Traffic Simulation Platform with Model Context ProtocolJul 2026
- 92world_bank_mcp_serverA Model Context Protocol (MCP) server that enables secure interaction with the World Bank APIs. This server allows AI assistants to list tables and read data through a controlled interface, making data exploration and analysis safer and more structured.Aug 2025
- 93mcp-supersetApache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and securityJul 2026
- 94alibabacloud-dataworks-mcp-serverDataWorks MCP Server: Export the DataWorks Open API to MCP Server, allowing clients that can run MCP Server to use DataWorks Open API through AI.Jun 2026
- 95suganthans-bigquery-mcp-serverBigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export dataApr 2026
- 96rdkit-mcp-serverMCP Server providing RDKit cheminformatics tools.May 2026
- 97motifMotif is a portable molecular-biology workbench, Claude plugin, and MCP App for sequence review, alignment, cloning design, traces, and analysis results.Jul 2026
- 98omop_mcpomop medical terminology mappingMay 2026
- 99mcp-crypto-priceA Model Context Protocol (MCP) server that provides real-time cryptocurrency data and analysis through CoinCap's API. Features include price tracking, market analysis, and historical trends.Jul 2026
- 100metabase-mcp-serverA Model Context Protocol server for Metabase integrationApr 2025
