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    Provides AI coding agents with structured, evidence-based diagnostics about the local development environment, detecting tech stack, runtime mismatches, dependency state, services, ports, and Git status without exposing secrets or using network calls.
    10
    Apache 2.0
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    A TypeScript-based MCP server that enables Claude Desktop to perform file operations and retrieve system information, with built-in security features that restrict access to safe directories only.
    6
    0
    MIT
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    Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.
    5
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    MIT
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    About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
    37
    Apache 2.0
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    MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.
    36
    18 npm
    MIT
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    Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.
    3
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    MIT
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    Provides read-only access to Unix/Linux command-line tools for AI agents, blocking dangerous operations like file deletion, modification, and command execution while enabling safe file inspection, searching, and system information gathering.
    MIT
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    A comprehensive MCP server that enables file operations, mathematical calculations with unit conversions, and system information retrieval. Provides secure access to local file system, calculator functions with statistics, and system monitoring capabilities.
    8 npm
    ISC
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    Exposes a governed, OAuth-gated MCP endpoint that lets web AI clients such as Claude, ChatGPT, Grok, and Postman work directly on your local machine. It enables file reading and editing, whitelisted shell commands, search, Git and SQLite access, browser and DevTools automation, background tasks, localhost fetches, clipboard, notifications, and port management.
    MIT
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    Enables web-based AI clients such as Claude, ChatGPT, Grok, and Postman to securely operate a local machine through a single OAuth-gated MCP endpoint exposing 38 governed tools. Covers file read/write/edit, whitelisted shell commands, search, Git, SQLite, browser automation, DevTools, background tasks, localhost fetching, clipboard, notifications, port management, and Postman control.
    MIT
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    Enables web-based AI chat clients such as Claude, ChatGPT, and Grok to read, edit, and run things on your own machine — files, shell commands, search, Git, SQLite, browser automation, DevTools, background tasks, localhost APIs, clipboard, and Postman — through a single OAuth-gated endpoint. Access is governed by a strict command whitelist and folder-scoped permissions rather than unrestricted shell access.
    MIT
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    Enables web-based AI clients like Claude, ChatGPT, and Grok to securely operate a local machine through an OAuth-gated MCP endpoint, covering files, shell commands, search, Git, SQLite, browser automation, DevTools, background tasks, ports, clipboard, notifications, and Postman. Exposes 38 governed tools with a strict command whitelist, folder allowlisting, and rate limiting so browser chats can build projects, inspect databases and local APIs, and manage long-running jobs without granting unrestricted shell access.
    MIT
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    Enables web-based AI clients like Claude, ChatGPT, and Grok to securely operate a local machine through OAuth-gated MCP tools covering files, shell, Git, databases, browser automation, and background tasks.
    MIT
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    A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.
    44
    MIT
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    Exposes 38 governed tools through a single OAuth-gated MCP endpoint so web-based AI clients such as Claude, ChatGPT, Grok, and Postman can read, edit, search, and run commands on local files and projects, plus manage Git, SQLite databases, browser automation, DevTools, background tasks, localhost services, clipboard, notifications, and ports. Shell access is whitelist-only and folder scope is configurable, letting users work on their machine from a browser without granting unrestricted system access.
    MIT