Data Science Tools

vizro

mckinsey

3.8k

Create validated, maintainable data charts and dashboards with Vizro tools and templates.

markdownify

zcaceres

3k

Convert almost any file or web content into Markdown.

jupyter

datalayer

1.3k

Interact with Jupyter.

dingo

DataEval

759

Data quality evaluation with Dingo: run rule-based and LLM-based evaluations and list its rules and prompts.

server-data-exploration

reading-plus-ai

544

Autonomous data exploration of CSV datasets with generated insights.

jupyter-notebook

jjsantos01

128

Interact with and control Jupyter Notebooks.

chronulus

ChronulusAI

111

Forecasting and prediction with Chronulus AI agents.

optuna

optuna

88

Orchestrate hyperparameter search and other optimization tasks with Optuna.

zaturn

kdqed

75

Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.

kaggle

arrismo

39

Connect to Kaggle to download and analyze datasets.

label-studio

HumanSignal

37

Create, manage and automate Label Studio projects, tasks and predictions for data labeling workflows.

MCPR

phisanti

27

Connect AI agents to interactive live R sessions.

growthbook

growthbook

24

Create and interact with GrowthBook feature flags and experiments.

networkx

Bright-L01

22

Graph analysis with NetworkX: centrality algorithms, community detection, PageRank and graph visualization.

fermat

abhiphile

21

Math engine combining SymPy, NumPy and Matplotlib for symbolic algebra, numerical computing and data visualization.

bundler

subelsky

21

Query local information about dependencies in a Ruby project's Gemfile.

mathlas

Archerkattri

13

Math tools for agents: theorem search, PSLQ constant identification, OEIS lookup, Lean kernel checks and applicability checklists.

oraclaw

Whatsonyourmind

13

Decision intelligence algorithms: bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis and graph algorithms.

code-guardian

phuongrealmax

9

Code refactoring engine: code analysis, hotspot detection, complexity metrics, persistent memory and automated refactoring plans.

calculator-server

avisangle

7

Mathematical computations: basic arithmetic, advanced functions, statistical analysis, unit conversions and financial calculations.

gut

Kungie

7

Judgment calls on small, cheap models: yes/no, pick-one and rate questions about any text, answered YES, NO or UNSURE. Runs on TypeSafe's Jev, open models on Ollaya, Ollama or a local NLI model; each judges up to 1,000 texts per call.

discovery-engine

leap-laboratories

7

Exploratory data analysis that finds feature interactions and subgroup effects, with p-values, effect sizes and literature citations.

aurora

FantasyLab-ai

6

Transparent statistical analysis with cited findings, integrity-hashed result bundles and a calibration corpus of measured detector false-fire rates.

math-mcp-learning-server

clouatre-labs

5

Educational server for math operations, statistics, visualization and persistent workspaces.

turboquant

ShipItAndPray

5

LLM quantization: convert models to GGUF, GPTQ and AWQ, recommend quantization settings, evaluate quality and push to Hugging Face Hub.

dataloupe

aurelio-nakamura

4

Offline tabular data access: describe, preview and query CSV, TSV, JSON, Parquet and Excel files, diff datasets and build an interactive HTML explorer.

stella

bradleylab

4

Create, read, validate and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.

WaveGuardClient

gpartin

4

Physics-based anomaly detection with Klein-Gordon wave equations: scans, fingerprinting, token risk, wallet profiling and price manipulation detection.

kaggle

KrishnaPramodParupudi

4

Browse Kaggle competitions, leaderboards, models, datasets and kernels.

data-profiler

haiiibin

3

Profile local tabular files (CSV, TSV, Parquet, Excel, JSON): dataset overview, per-column statistics, data-quality audits and dtype suggestions.

axiom-advanced-math

tufantunc

3

Offline exact symbolic math via the Giac/Xcas computer algebra system: calculus, equation solving, linear algebra, combinatorics and claim verification.

llm-advisor

Daichi-Kudo

2

Real-time LLM and VLM comparison with benchmarks, prices and personalized recommendations from multiple data sources.

compress

ShipItAndPray

2

Data compression with gzip, Brotli, deflate and TurboQuant quantization, with automatic algorithm selection.

renoun

98lukehall

2

Structural observability for AI conversations: detects loops, stuck states, breakthroughs and convergence without analyzing content.

mathmethods

agmonetti

1

Numerical methods: root finding, numerical integration, differential equations (RK4) and Lagrange interpolation.

filter

chohyerinn

1

Compare approximate filter data structures: Bloom, Counting Bloom, Cuckoo and SuRF.

gnomon

lihtness

1

Deterministic date, math and unit tools: time snapshots, calendar math with natural-language parsing, expression evaluation and Pint-based unit conversion.

rigor

mrnh

1

Classical hypothesis testing, effect sizes, power and sample-size analysis and multiple-comparisons correction, returned as cited, assumption-checked answers.

pcq

playidea-lab

1

ML experiment contracts (cq.yaml plus JSON) to run, validate, compare and trace experiments in any framework, including PyTorch, Lightning and sklearn.

gnu-units

laszlopere

1

Offline unit conversion and dimensional analysis backed by the GNU units database, with compound expressions and reduction to SI base units.

laya

dockndevai

0

Fast, local, non-autoregressive System-1 decision engine as MCP tools — typed decisions (classify / score / yes-no) over text, email, tickets or JSON in 100+ languages, with calibrated confidence and no text generation, so nothing to hallucinate. Offloads routing/triage/gating judgment calls from the main model; runs on-device, offline by default. pipx install mcp-laya

decisionmatrix

inity13

0

Deterministic multi-criteria decision analysis: rank options on weighted criteria via weighted-sum, weighted-product or TOPSIS, with sensitivity analysis.

polymath-megablaster

headlessherm-creator

0

Local deterministic calculations: exact-precision math, date arithmetic, unit conversion, statistics, subnet math, haversine and Levenshtein distance.

cortexcloud

jonahthan433

0

QUBO/Ising optimization with classical, hybrid and quantum solvers, paid per call via x402 (USDC on Base).

ephemeris

TensorLink-AI

0

Probabilistic time-series forecasting: quantile forecasts from Chronos-2, TimesFM 2.5, Toto 2, TiRex-2 and IBM Granite foundation models, routed to one model, named explicitly, or ensembled. Remote server with an npm stdio bridge.

jevx

hanshs474

0

Run zero-shot Jev AI typed decisions with criteria defined in the request and get calibrated probabilities for every option.