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Data Science Tools MCP Servers
Discover 35 Data Science Tools MCP servers for AI agents. Browse, compare, and install Model Context Protocol tools that connect Claude, Cursor, and other clients to data science tools capabilities. Popular picks include Renoun Mcp, Fermat Mcp, Kaggle Mcp.
35 serversOpen in interactive directory
R
Renoun Mcp
98lukehall
Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
2 0 0
F
Fermat Mcp
abhiphile
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
1 0 0
K
Kaggle Mcp
arrismo
Connects to Kaggle, ability to download and analyze datasets.
1 0 0
B
Blackmount Nlp Mcp
BlackMount-ai
Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language detection across 18 languages. Pure Python, zero heavy dependencies, 42 KB wheel. Install: pip install blackmount-nlp-mcp.
1 0 0
S
Stella Mcp
bradleylab
Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
1 0 0
N
Networkx Mcp Server
Bright-L01
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.
1 0 0
F
Filter Mcp Server
chohyerinn
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP
1 0 0
M
Math Mcp Learning Server
clouatre-labs
Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.
1 0 0
L
Llm Advisor Mcp
Daichi-Kudo
Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.
1 0 0
D
Dingo
DataEval
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.
1 0 0
M
Mathlas
Archerkattri
Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.
0 0 0
C
Calculator Server
avisangle
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.
0 0 0
C
Chronulus Mcp
ChronulusAI
Predict anything with Chronulus AI forecasting and prediction agents.
0 0 0
J
Jupyter Mcp Server
datalayer
Model Context Protocol (MCP) Server for Jupyter.
0 0 0
W
WaveGuardClient
gpartin
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.
0 0 0
G
Growthbook Mcp
growthbook
Tools for creating and interacting with GrowthBook feature flags and experiments.
0 0 0
D
Data Profiler Mcp
haiiibin
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.
0 0 0
L
Label Studio Mcp Server
HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
0 0 0
J
Jupyter Notebook Mcp
jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
0 0 0
Z
Zaturn
kdqed
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
0 0 0
M
Mcp Gnu Units
laszlopere
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.
0 0 0
D
Discovery Engine
leap-laboratories
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.
0 0 0
G
Gnomon Mcp
lihtness
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/businessdays, 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 gnomon-mcp.
0 0 0
V
Vizro Mcp
mckinsey
Tools and templates to create validated and maintainable data charts and dashboards.
0 0 0
O
Optuna Mcp
optuna
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna.
0 0 0
M
MCPR
phisanti
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
0 0 0
C
Code Guardian
phuongrealmax
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.
0 0 0
P
Pcq
playidea-lab
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.
0 0 0
K
Kaggle
pramod
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.
0 0 0
M
Mcp Server Data Exploration
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
0 0 0
M
Mcp Compress
ShipItAndPray
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.
0 0 0
M
Mcp Turboquant
ShipItAndPray
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.
0 0 0
B
Bundler Mcp
subelsky
Enables agents to query local information about dependencies in a Ruby project's Gemfile.
0 0 0
O
Oraclaw
Whatsonyourmind
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.
0 0 0
M
Markdownify Mcp
zcaceres
An MCP server to convert almost any file or web content into Markdown
0 0 0