"Resources for learning about data analysis" matching MCP servers:

• xtai-mcp-data-analysis

  vaesonshu

  F

  license

  -

  quality

  D

  maintenance

  An MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.

  Last updated 2026-02-04

• MCP Learning

  sadjad-chrono

  A

  license

  B

  quality

  D

  maintenance

  A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.

  Last updated 2025-12-01

  1

  32

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

  A

  license

  -

  quality

  F

  maintenance

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-04-28

  21

  1

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

  A

  license

  -

  quality

  C

  maintenance

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• Vibe Preprocessing and

  mudit14224

  F

  license

  -

  quality

  D

  maintenance

  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3

• MCP Learning Server

  abhishekmishra06

  F

  license

  A

  quality

  C

  maintenance

  A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes five tools (calculator, UUID generator, read notes, get weather, password generator) to teach how the Model Context Protocol works under the hood.

  Last updated 2026-07-07

  5

• MCP Server Learning

  xstraven

  F

  license

  A

  quality

  D

  maintenance

  Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

  Last updated 2026-03-18

  8

• MCP Learning Project

  vishutorvi

  F

  license

  A

  quality

  D

  maintenance

  A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

  Last updated 2025-07-27

  6

• Learning Hour MCP

  SDiamante13

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.

  Last updated 2025-06-24

  8

  22

  6

  MIT

• Learning Orchestrator MCP

  SEOSiri-Official

  A

  license

  B

  quality

  B

  maintenance

  A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.

  Last updated 2026-07-18

  12

  5

  MIT

• Awesome MCP Learning

  moonirul

  A

  license

  -

  quality

  B

  maintenance

  A beginner-friendly repository for learning the Model Context Protocol (MCP) using FastMCP and uv, providing step-by-step setup and development workflow.

  Last updated 2026-06-14

  MIT

• alive-analysis-mcp

  with-geun

  A

  license

  -

  quality

  B

  maintenance

  MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.

  Last updated 2026-05-27

  42

  MIT

• Sentiment Analysis AI MCP

  CSOAI-ORG

  A

  license

  A

  quality

  A

  maintenance

  Sentiment Analysis AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-26

  4

  2

  MIT

• Artificial Analysis MCP Server

  davidhariri

  A

  license

  A

  quality

  D

  maintenance

  Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.

  Last updated 2026-01-13

  2

  5

  5

  MIT

• Code Analysis MCP Server

  saiprashanths

  F

  license

  A

  quality

  D

  maintenance

  The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

  Last updated 2025-02-08

  4

  27

• mcp-for-programmer

  zaizaizhao

  F

  license

  C

  quality

  C

  maintenance

  A Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.

  Last updated 2025-06-02

  3

  26

  1

• mcp-adr-analysis-server

  tosin2013

  A

  license

  C

  quality

  B

  maintenance

  Transform your codebase into professional architectural decision records with intelligent AI analysis

  Last updated 2026-07-27

  75

  77

  32

  MIT

• code-analysis-context-python

  andreahaku

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

  Last updated 2025-10-30

  1

  MIT

• MCP Code Analysis & Quality

  cbunting99

  A

  license

  -

  quality

  D

  maintenance

  Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.

  Last updated 2026-01-07

  1

  MIT

• ctroy-code-analysis

  chelseatroy

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides six code review tools for use with Claude Code or any MCP client. Each tool reads a file from disk, pairs its contents with a structured review prompt, and returns the bundle for the LLM to evaluate.

  Last updated 2026-02-18

  MIT