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"Enforcing Apple Brand Style Guidelines for Team Communication Drafts Without AI Style Learning" matching MCP servers:

  • Sequa AI by sequa-ai

    Sequa AIofficial

    sequa-ai
    A
    license
    -
    quality
    D
    maintenance
    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
    75
    21
    MIT

  • CodeBox-AI

    tomconte
    A
    license
    -
    quality
    D
    maintenance
    MCP server for secure, session-based Python code execution in Docker containers, enabling LLM applications to run code, manage state, and access files.
    9
    MIT

  • ResearchStat AI

    flupke91
    A
    license
    -
    quality
    A
    maintenance
    Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.
    MIT

  • Algorithmic AI MCP

    ksjpswaroop
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that exposes 252 algorithms from Knuth's TAOCP to AI agents, with safety guards and structured outputs for tasks like combinatorial generation, SAT solving, number theory, string analysis, graph algorithms, and symbolic math.
    MIT

  • ctx4-ai

    dubzdubz
    A
    license
    -
    quality
    F
    maintenance
    MCP server for portable context management across AI assistants, providing tools to store and retrieve persistent context, instructions, and execute sandboxed bash commands with automatic git commits, using OAuth 2.1 and magic link authentication.
    1
    Apache 2.0

  • claude-debugs-for-you

    jasonjmcghee
    A
    license
    -
    quality
    C
    maintenance
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    17
    513
    MIT

  • MCP Starter for Puch AI

    sabariganesan25
    -
    license
    -
    quality
    -
    maintenance
    A starter template for creating MCP servers that work with Puch AI, featuring ready-to-use tools for job searching and image processing. Includes examples for Bearer token authentication, OAuth integration with Google and GitHub, and demonstrates user-scoped data management.

  • AI Meta MCP Server

    alxspiker
    A
    license
    A
    quality
    F
    maintenance
    Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.
    5
    10
    MIT

  • MCP Server Demo - Learning

    aakankshagupta18
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.
    3
    8
    ISC

  • MCP AI Bug Helper

    meinzeug
    A
    license
    B
    quality
    D
    maintenance
    Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.
    1
    22
    MIT

  • Specif-ai MCP Server

    doso
    -
    license
    B
    quality
    -
    maintenance
    A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.
    9
    35

  • AI Optimizer MCP

    BarackNdenga
    A
    license
    -
    quality
    D
    maintenance
    A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.
    1
    Apache 2.0

  • AI Code Toolkit

    AgiFlow
    A
    license
    -
    quality
    A
    maintenance
    Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.
    160
    AGPL 3.0