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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT web to read local files, search code, run shell commands, and drive a local Codex CLI via an official MCP connector, with human approval for risky commands and full audit logging.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A local MCP bridge that lets ChatGPT chat mode operate the user's own computer, running project, file, and shell tasks through a local executor and returning progress and results to the conversation. It also coordinates Codex sessions (persistent or one-off) and other agent CLIs as sub-agents.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI-assisted development tools like Cursor, Cline, and Windsurf to request user confirmation before acting, running shell commands and displaying their output inside a Qt feedback window that returns user notes and logs to the model. This human-in-the-loop loop lets the assistant consolidate many speculative tool calls into a single feedback-aware request, saving API usage and improving accuracy.
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables managing Google Cloud Platform resources through natural language commands in Claude Desktop, supporting comprehensive operations across compute, storage, databases, networking, monitoring, and IAM without manual credential setup.
    56
    20
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  • A
    license
    B
    quality
    D
    maintenance
    Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.
    59
    8
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A comprehensive utility MCP server that enables AI assistants to execute system commands, manage files, integrate with Google Sheets and Tasks, perform AI-powered text processing, and load dynamic prompts from markdown files.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Lets AI agents discover and run a repo's commands defined in a single taskdeck.yaml contract, with typed parameters, schemas, and risk levels. Safe actions run directly while deploys, deletes, and other high-risk actions become proposals a human reviews and launches in a local terminal.
    86 npm
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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to execute commands, edit files, run Git workflows, and perform validated independent reviews in real development environments through Docker-based runtimes with separated developer and auditor permissions.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Remote MCP / x402 / USDC / Base / Solana / OpenAPI / Google ADK / Gemini Xcatcher is an agent-first Remote MCP server (Streamable HTTP) for high-throughput crawling of fresh/latest posts across large sets of X (Twitter) usernames. It supports x402 pay-as-you-go top-ups using USDC on Base and Solana.
    9
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to drive an Android TV or Google TV box end to end through named tools — discover, pair, connect, check, install, provision, link, test, screenshot, report and a gated shell — with usage instructions embedded in the tool descriptions so the agent never improvises adb. Every command passes the same safety gate that refuses destructive actions.
    15
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    16
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  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that wraps the Azure CLI. As LLMs are very good at generating Azure CLI commands, this server allows your LLM to list resources, update/create/delete them, fix errors (by looking at the logs), fix security issues...
    81
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