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    Sandboxed bash execution MCP server for AI agents, using an in-memory virtual filesystem overlay to prevent real filesystem damage, with configurable network access, timeouts, and optional Python/JS runtimes.
    9
    24 npm
    Apache 2.0
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    quality
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    Enables AI to manage and interact with a running magic-api instance, including CRUD operations on APIs, groups, functions, and datasources, with built-in magic-script knowledge.
    13
    8
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    Lets any MCP client build and test native iOS or macOS apps with xcodebuild and XCTest, then launch the app on a cloud Mac's simulator and inspect the screen, tap, type, swipe, and press buttons to verify its own work. Also returns a live browser link for watching and using the running app.
    MIT
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    apc-mcp is a Model Context Protocol server that brings audio plugin development workflows into any MCP-compatible client by wrapping CMake, ctest, clang-format, pluginval, and clap-validator into a clean tool interface for building, testing, linting, validating, and scaffolding JUCE, CLAP, VST3, and ARA plugin projects.
    1
    MIT
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    Enables running user-supplied scripts inside resource-limited, network-isolated Docker containers built from human-reviewed Dockerfiles, with jobs driven by an outbound-only worker.
    4,381 npm
    MIT
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    Connect an AI assistant to aCelery, describe the app you want in plain words, and it writes the app, creates its database, runs it on your phone, checks for errors and fixes them — while you watch.
    GPL 3.0
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    Gives Claude read-only access to a Zerodha Kite Connect account and Indian market data by running Claude-authored Python scripts against the zapkite library in an isolated subprocess, returning only printed output so large datasets never enter context. It also hosts scheduled market watchers that email alerts when conditions turn true, plus a web app for Zerodha login and watcher management.
    MIT
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    Exposes WSL bash as a structured tool to MiniMax Code, returning stdout, stderr, exit code, duration, and classification from a single call. Adds command safety classification, audit logging with rotation, concurrency limits, and binary discovery for agents running shell commands.
    MIT
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    A starter template for deploying Model Context Protocol (MCP) servers on Vercel using TypeScript and Vercel Functions. It includes example tools for rolling dice and checking weather to demonstrate tool integration patterns.
    MIT
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    Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.
    31
    AGPL 3.0