"An overview of MATLAB software and its features" matching MCP servers:

• its-just-ui MCP Server

  its-just-ui

  A

  license

  B

  quality

  B

  maintenance

  Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

  Last updated 2025-08-12

  9

  11

  4

  MIT

• MATLAB MCP Server

  WilliamCloudQi

  F

  license

  B

  quality

  D

  maintenance

  Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.

  Last updated 2025-05-23

  2

  55

• matlab-mcp-server

  flyearth9981

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code, allowing execution of MATLAB code, workspace management, plotting, and data I/O.

  Last updated 2025-11-01

  MIT

• MATLAB MCP Server

  Tsuchijo

  F

  license

  -

  quality

  C

  maintenance

  Allows interaction with MATLAB by creating and executing scripts and functions through Claude or other MCP clients, supporting script management and execution result retrieval with environment configuration capabilities.

  Last updated 2025-02-24

  38

• Advanced MCP Features

  epicweb-dev

  F

  license

  -

  quality

  B

  maintenance

  A workshop repository teaching advanced Model Context Protocol features for building AI-connected apps with deeper integration capabilities.

  Last updated 2026-06-02

  48

• MATLAB MCP Tool

  neuromechanist

  F

  license

  -

  quality

  C

  maintenance

  Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

  Last updated 2026-03-02

  18

• matlab-mcp-server-python

  HanSur94

  A

  license

  A

  quality

  C

  maintenance

  MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

  Last updated 2026-04-03

  20

  1

  MIT

• Software Planning Tool

  PhilippMT

  A

  license

  A

  quality

  C

  maintenance

  Facilitates software development planning through interactive sessions that break down projects into manageable tasks with complexity scoring, code examples, and implementation plan management.

  Last updated 2025-03-14

  6

  22

  MIT

• Software Planning Tool

  NightTrek

  A

  license

  A

  quality

  C

  maintenance

  Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.

  Last updated 2025-03-14

  6

  22

  392

  MIT

• MATLAB MCP Server

  iflow-mcp

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code. Execute MATLAB code, manage workspace variables, create plots, handle data I/O, and more - all through a token-efficient MCP interface.

  Last updated 2026-02-09

  MIT

• MCP Software Engineer

  Rajawatrajat

  F

  license

  -

  quality

  C

  maintenance

  Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

  Last updated 2025-06-21

• Software MCP Server

  DumoeDss

  A

  license

  -

  quality

  C

  maintenance

  Enables LLMs to list, open, and close installed software on Windows, macOS, and Linux through natural language.

  Last updated 2025-03-11

  3

  MIT

• of-mcp

  ThiTheGoat

  A

  license

  A

  quality

  C

  maintenance

  Provides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.

  Last updated 2026-05-16

  4

  MIT

• software-design-mermaid-mcp

  wzh4464

  A

  license

  -

  quality

  B

  maintenance

  Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowing iterative refinement of software architecture designs.

  Last updated 2026-03-19

  6

  MIT

• Software Planning MCP Server

  wang-guanye

  F

  license

  -

  quality

  C

  maintenance

  Provides software development planning tools to help users create implementation plans and manage todo items.

  Last updated 2025-03-14

  3

• Chain of Draft Thinking

  bsmi021

  A

  license

  A

  quality

  C

  maintenance

  Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r

  Last updated 2025-03-26

  1

  33

  24

  MIT

• proof-of-commitment

  piiiico

  F

  license

  A

  quality

  B

  maintenance

  Supply chain risk scoring for npm, PyPI, and GitHub repos

  Last updated 2026-06-04

  8

  5

• Symphony of One MCP

  ai-wes

  A

  license

  A

  quality

  C

  maintenance

  A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.

  Last updated 2025-07-01

  12

  11

  4

  MIT

• mcp-chain-of-thought

  liorfranko

  A

  license

  B

  quality

  C

  maintenance

  mcp-chain-of-thought

  Last updated 2025-05-07

  15

  67

  21

  MIT

• MATLAB MCP Server

  jigarbhoye04

  A

  license

  -

  quality

  C

  maintenance

  Allows execution of MATLAB code from Python using the MATLAB Engine API, enabling a shared MATLAB session across multiple requests for seamless integration with Claude Desktop.

  Last updated 2025-07-12

  19

  MIT