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Finding the best microcontroller platforms (MCUs) for full-stack web development with robust logic and memory management

View all MCP Servers

  • Why this server?

    Offers a suite of tools including command-line operations and file management which is essential for full-stack development.

    MCP Toolbox

    ai-zerolab
    -
    security
    A
    license
    -
    quality
    A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.
    13
    Python
    Apache 2.0
    • Linux
    • Apple

  • Why this server?

    Specifically designed for Python development tasks, it supports file operations, code analysis, project management, and safe code execution.

    MCP Python Toolbox

    gianlucamazza
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    1
    Python
    • Linux
    • Apple

  • Why this server?

    Provides enhanced file system operations, crucial for managing project files during web development.

    File Operations MCP Server

    bsmi021
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables enhanced file system operations including reading, writing, copying, moving files with streaming capabilities, directory management, file watching, and change tracking.
    12
    6
    TypeScript
    MIT License

  • Why this server?

    Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency. Directly addresses memory constraints.

    Memory MCP Server

    evangstav
    -
    security
    A
    license
    -
    quality
    Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.
    6
    Python
    MIT License

  • Why this server?

    Reduces token consumption by caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage. Essential for large projects to manage token usage.

    Memory Cache MCP Server

    ibproduct
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    4
    3
    JavaScript

  • Why this server?

    Enables efficient web search integration, offering clean, LLM-optimized content retrieval. It's helpful for gathering information during development.

    MCP JinaAI Search Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    1
    22
    3
    JavaScript
    MIT License

  • Why this server?

    Allows Claude to execute terminal commands and edit files, crucial for development tasks and automation. Useful for implementing logic arguments directly through commands.

    Claude Desktop Commander MCP

    wonderwhy-er
    Verified
    A
    security
    A
    license
    A
    quality
    Allows Claude desktop app to execute terminal commands and edit files on your computer through MCP, with features including command execution, process management, and diff-based file editing.
    19
    25,287
    1,859
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Allows execution of shell commands and retrieval of their output. Critical for tasks like compiling, testing, and managing dependencies.

    Shell MCP Server

    odysseus0
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows LLMs to execute shell commands and receive their output in a controlled manner.
    Python

  • Why this server?

    Automatically indexes files to a vector store for enhanced context retrieval, useful for managing project-specific documentation and knowledge.

    Simple Files Vector Store Server

    lishenxydlgzs
    Verified
    -
    security
    A
    license
    -
    quality
    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    123
    16
    TypeScript
    MIT License

  • Why this server?

    Provides advanced Node.js development tooling for project creation, component generation, package management, and documentation, useful for full-stack javascript development.

    Node Omnibus MCP Server

    bsmi021
    A
    security
    A
    license
    A
    quality
    A comprehensive Model Context Protocol server that provides advanced Node.js development tooling for automating project creation, component generation, package management, and documentation with AI-powered assistance.
    7
    2
    JavaScript
    MIT License