mckinsey/vizro-mcp A MCP Server Official Active
mckinsey/vizro/vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
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Data Science Tools
34 MCP servers and agent skills in the Data Science Tools category, ranked by quality score.
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Knowledge & Memory68Developer Tools43Finance & Fintech36Security29Search & Data Extraction24Databases21Cloud Platforms16Aggregators12Research12Data Science Tools11Coding Agents10Art & Culture10Communication9Workplace & Productivity9Biology, Medicine and Bioinformatics9Marketing8Monitoring8Travel & Transportation8Sports8Other Tools and Integrations7Multimedia Process7File Systems6Data Platforms6Browser Automation5Language
Python11Install method
Python (uvx / pip)11Results
DataEval/dingo A MCP Server Official Active
DataEval/dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
datalayer/jupyter-mcp-server A MCP Server Active
datalayer/jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
optuna/optuna-mcp B MCP Server Official Active
optuna/optuna-mcp
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
abhiphile/fermat-mcp C MCP Server Active
abhiphile/fermat-mcp
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
Bright-L01/networkx-mcp-server C MCP Server Active
Bright-L01/networkx-mcp-server
The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
Archerkattri/mathlas C MCP Server Active
Archerkattri/mathlas
Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.
clouatre-labs/math-mcp-learning-server C MCP Server Active
clouatre-labs/math-mcp-learning-server
Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.
haiiibin/data-profiler-mcp C MCP Server Active
haiiibin/data-profiler-mcp
Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. `pip install data-profiler-mcp`.
leap-laboratories/discovery-engine C MCP Server Active
leap-laboratories/discovery-engine
Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.
bradleylab/stella-mcp D MCP Server Active
bradleylab/stella-mcp
Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.