Topic · updated 2026-10-05
Data Science & Jupyter MCP servers
67 Data Science & Jupyter MCP servers indexed on awesomemcp.in. Every entry links to a live GitHub repository with a known author, is de-duplicated across the official MCP registry and community lists, and carries an automated vulnerability-check badge. Built by @datalayer, @jjsantos01, @Epochal-dev, @arrismo, @ChengJiale150 and 61 other authors.
Top 60 Data Science & Jupyter MCP servers
Interact with Jupyter.
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★ 1,296
2026-10-05Interact with and control Jupyter Notebooks.
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★ 128
2025-04-02MCP server that wraps the Open Notebook API
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★ 46
2025-12-22Connect to Kaggle to download and analyze datasets.
Risk found
★ 39
2026-05-21A powerful MCP server for AI-driven Jupyter Notebook management and execution
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★ 9
2025-11-01Create validated, maintainable data charts and dashboards with Vizro tools and templates.
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★ 3,797
2026-10-04Data quality evaluation with Dingo: run rule-based and LLM-based evaluations and list its rules and prompts.
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★ 757
2026-09-28Forecasting and prediction with Chronulus AI agents.
Needs review
★ 112
2025-07-19Orchestrate hyperparameter search and other optimization tasks with Optuna.
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★ 86
2026-08-05Create, manage and automate Label Studio projects, tasks and predictions for data labeling workflows.
Needs review
★ 37
2025-05-30Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
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★ 23
2026-10-05Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows
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★ 9
2026-09-24Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.
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★ 2
2026-09-30Charts, maps and sortable tables with live-updating embed links: draft, preview and publish, then update the data and every embed follows.
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★ 0
2026-09-22Evaluate state with typed choice, score, and probability questions.
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★ 5,170
2026-10-05Convert almost any file or web content into Markdown.
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★ 2,998
2026-09-25Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.
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★ 2,709
2026-10-05Local Bloomberg tools for xbbg users.
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★ 706
2026-10-02Autonomous data exploration of CSV datasets with generated insights.
Needs review
★ 545
2025-03-22Find, wire, and render microcharts — word-sized React charts with generated alt text.
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★ 197
2026-10-05FastMCP server exposing Joplin notes, notebooks, tags, and imports.
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★ 172
2026-09-12Neo4j Graph Data Science MCP server
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★ 98
2026-09-21Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.
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★ 74
2025-11-12Local, offline: multi-table synthetic data with joins that hold and exact totals. Seeds databases.
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★ 69
2026-10-0445+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation
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★ 48
2026-09-10Connect AI agents to interactive live R sessions.
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★ 26
2026-10-02Inspect, compare and export point clouds, meshes and calibrated depth data with inline 3D previews.
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★ 20
2026-09-29Control Google Colab notebooks and assign GPUs (T4/L4/A100). Fork of Google's colab-mcp with all tools visible at startup and Windows support.
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★ 20
2026-06-19Math engine combining SymPy, NumPy and Matplotlib for symbolic algebra, numerical computing and data visualization.
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★ 20
2026-09-19Graph analysis with NetworkX: centrality algorithms, community detection, PageRank and graph visualization.
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★ 20
2026-10-05Query local information about dependencies in a Ruby project's Gemfile.
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★ 20
2025-06-2950+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
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★ 17
2026-10-05Create, read, search, and organize your Drafto notes and notebooks.
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★ 14
2026-10-05Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
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★ 13
2026-09-29Generate self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations and sortable data tables.
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★ 13
2026-03-20Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
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★ 12
2026-09-18Render bar, line, pie, scatter and other charts from JSON or CSV to SVG, HTML, PNG or data URL, with built-in themes.
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★ 11
2026-07-12Generate 18 diagram types from structured JSON natively. Built for LLMs and agents.
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★ 10
2026-07-19Code refactoring engine: code analysis, hotspot detection, complexity metrics, persistent memory and automated refactoring plans.
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★ 9
2025-12-25Find novel, statistically validated patterns in tabular data — hypothesis-free.
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★ 7
2026-09-25Search, read, create, edit and sync Joplin notes and notebooks via a headless Joplin sidecar.
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★ 7
2026-09-13Mathematical computations: basic arithmetic, advanced functions, statistical analysis, unit conversions and financial calculations.
Needs review
★ 6
2025-09-19Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
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★ 5
2026-10-05Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.
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★ 4
2026-09-05Physics-based anomaly detection with Klein-Gordon wave equations: scans, fingerprinting, token risk, wallet profiling and price manipulation detection.
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★ 4
2026-04-13LLM quantization: convert models to GGUF, GPTQ and AWQ, recommend quantization settings, evaluate quality and push to Hugging Face Hub.
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★ 4
2026-04-02Data processing and visualization toolkit — 50+ chart types, raw data stays local.
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★ 3
2026-06-05Create, read, validate and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
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★ 3
2026-08-11Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.
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★ 2
2026-03-22Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
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★ 2
2026-06-18Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML
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★ 2
2026-09-01Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
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★ 2
2026-09-21PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.
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★ 2
2026-09-16Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
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★ 2
2026-10-03Data compression with gzip, Brotli, deflate and TurboQuant quantization, with automatic algorithm selection.
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★ 2
2026-03-25Deterministic batch tools so LLM agents stop guessing dates and math.
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★ 1
2026-05-26Google NotebookLM via natural language: create notebooks, add sources (PDF, URL, YouTube) and ask gr
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★ 1
2026-08-30Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.
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★ 1
2026-09-17First-party Provenote MCP server for drafts, research threads, auditable runs, and knowledge search.
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★ 1
2026-08-25Numerical methods: root finding, numerical integration, differential equations (RK4) and Lagrange interpolation.
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★ 1
2026-09-29
Search all 67 in the interactive index →
Quick install
Add the most popular option to Claude Code:
claude mcp add jupyter-mcp-server -- uvx jupyter_mcp_server
FAQ
What is the best data science & jupyter mcp server?
By GitHub stars, the most popular is jupyter-mcp-server by @datalayer (1,296 stars). awesomemcp.in lists 67 MCP servers for this topic, ranked by official status and popularity.
Are these MCP servers safe to install?
62 of 67 passed our automated vulnerability check (OSV.dev advisories for the published package, OpenSSF Scorecard, license, maintenance and provenance). The check is automated and does not guarantee 100% safety — review the code and permissions before installing.
How do I install jupyter-mcp-server?
With Claude Code: claude mcp add jupyter-mcp-server -- uvx jupyter_mcp_server. Every listing on awesomemcp.in includes an install command and, where available, an mcp.json snippet for Claude Desktop, Cursor and other MCP clients.
Can AI agents read this list?
Yes. The full catalog is available as JSON at https://awesomemcp.in/api/mcps.json and https://awesomemcp.in/api/skills.json, and as plain text at https://awesomemcp.in/llms.txt.