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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34 MCP servers and agent skills in the Data Science Tools category, ranked by quality score.
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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.
arrismo/kaggle-mcp D MCP Server Maintained
arrismo/kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
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.
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.
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.