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10 curated servers
Data science workflows involve constant context-switching between databases, notebooks, APIs, and documentation. This collection brings the most useful MCP servers for data work into one place. Query PostgreSQL and BigQuery directly, search ML papers on arXiv and PapersWithCode, run Python in sandboxed environments, access Kaggle datasets, and visualize results with chart generators. These servers let your AI assistant become a capable data science co-pilot that can pull data, run analysis, and present findings without you leaving the conversation.
by Anthropic
Query and manage PostgreSQL databases. Read schemas, run queries, and analyze data through natural language with read-only safety.
npx -y @modelcontextprotocol/server-postgresby LucasHild
Query Google BigQuery data warehouses. Run SQL, explore datasets, and analyze petabyte-scale data through AI.
npx -y mcp-server-bigqueryby Snowflake
Query and manage Snowflake data warehouses. Run SQL, inspect schemas, and analyze data across your Snowflake environment.
npx -y @anthropic/snowflake-mcpby ClickHouse
Query and manage ClickHouse analytical databases. Run SQL, inspect table schemas, and explore columnar data at scale.
pip install mcp-clickhouseby MongoDB
Official MongoDB MCP server. Query collections, manage databases, inspect schemas, and run aggregation pipelines.
npx -y mongodb-mcp-serverby arrismo
Access Kaggle datasets, competitions, and notebooks. Search datasets, download data, and explore ML competitions.
pip install kaggle-mcpby andybrandt
Search and retrieve academic papers from arXiv. Find research papers, read abstracts, and access preprints by topic or ID.
pip install mcp-simple-arxivby hbg
Search through the PapersWithCode API to find ML research papers, benchmarks, datasets, and state-of-the-art results across machine learning tasks.
npx -y @hbg/mcp-paperswithcodeby E2B
Run code in secure E2B cloud sandboxes. Execute Python, JavaScript, and other languages in isolated environments.
npx -y e2b-mcp-serverby AntV
Generate charts and data visualizations from datasets. Create bar, line, pie, scatter plots and export as images or SVG.
npx -y mcp-server-chartShip faster with servers for GitHub, Vercel, databases, browser testing, and error tracking.
10 servers
Build AI-powered apps with servers for LLMs, RAG, memory, code execution, and web search.
10 servers
Manage infrastructure, containers, CI/CD pipelines, and monitoring from your terminal.
10 servers