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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Developer Tools422Finance & Fintech374Knowledge & Memory271Security190Search & Data Extraction186Other Tools and Integrations173Databases124Communication118Aggregators105Cloud Platforms101Workplace & Productivity95Marketing88Browser Automation78Monitoring70Coding Agents68Development and Testing65Product Management Skills by Pawel Huryn65Art & Culture63Gaming55Multimedia Process53Product Manager Skills by Dean Peters46Location Services45Travel & Transportation45Social Media44Data Science Tools34Results
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.
zcaceres/markdownify-mcp A MCP Server Active
zcaceres/markdownify-mcp
An MCP server to convert almost any file or web content into Markdown
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/).
growthbook/growthbook-mcp B MCP Server Official Active
growthbook/growthbook-mcp
Tools for creating and interacting with GrowthBook feature flags and experiments.
phisanti/MCPR C MCP Server Active
phisanti/MCPR
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
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.
Whatsonyourmind/oraclaw C MCP Server Active
Whatsonyourmind/oraclaw
Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 28 MCP tools. Install via `npx -y @oraclaw/mcp-server`.
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.
arrismo/kaggle-mcp D MCP Server Maintained
arrismo/kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
Daichi-Kudo/llm-advisor-mcp D MCP Server Maintained
Daichi-Kudo/llm-advisor-mcp
Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.
reading-plus-ai/mcp-server-data-exploration D MCP Server Inactive
reading-plus-ai/mcp-server-data-exploration
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
kdqed/zaturn D MCP Server Stale
kdqed/zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
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.
chohyerinn/filter-mcp-server D MCP Server Maintained
chohyerinn/filter-mcp-server
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP
lihtness/gnomon-mcp D MCP Server Maintained
lihtness/gnomon-mcp
Deterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich `now()` snapshot (18 fields), `calendar(ops)` batch dispatcher (diff/until/since/add/weekday/business_days, natural-language parsing), `calc(expressions)` Python eval with math+stats pre-loaded, and Pint-based unit conversion. One wiring for dates + math + units. Listed in the official MCP Server Registry. `uvx g
laszlopere/mcp-gnu-units D MCP Server Maintained
laszlopere/mcp-gnu-units
Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base units). Offline and deterministic. `uvx mcp-gnu-units`.
HumanSignal/label-studio-mcp-server D MCP Server Official Inactive
HumanSignal/label-studio-mcp-server
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
jjsantos01/jupyter-notebook-mcp D MCP Server Inactive
jjsantos01/jupyter-notebook-mcp
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
playidea-lab/pcq D MCP Server Maintained
playidea-lab/pcq
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools (resolve/inspect/run/validate/describe/compare/lineage) for running, validating, and tracing experiments across any framework (PyTorch / HF Trainer / Lightning / sklearn / XGBoost). Apache-2.0.
ChronulusAI/chronulus-mcp D MCP Server Inactive
ChronulusAI/chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
gpartin/WaveGuardClient D MCP Server Stale
gpartin/WaveGuardClient
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection.
ShipItAndPray/mcp-turboquant D MCP Server Stale
ShipItAndPray/mcp-turboquant
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub.
subelsky/bundler_mcp D MCP Server Inactive
subelsky/bundler_mcp
Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
ShipItAndPray/mcp-compress D MCP Server Stale
ShipItAndPray/mcp-compress
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.
pramod/kaggle D MCP Server Stale
KrishnaPramodParupudi/kaggle-mcp-server
This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
98lukehall/renoun-mcp F MCP Server Stale
98lukehall/renoun-mcp
Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
avisangle/calculator-server F MCP Server Stale
avisangle/calculator-server
A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.
phuongrealmax/code-guardian F MCP Server Stale
phuongrealmax/code-guardian
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.