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This package provides a collection of tools that allow LLMs to interact with external services and APIs, extending their functionality beyond text generation.\n\n- **GitHub repository**: <https://github.com/ai-zerolab/mcp-toolbox/>\n- (WIP)**Documentation**: <https://ai-zerolab.github.io/mcp-toolbox/>\n\n## Features\n\n> \\*nix is our main target, but Windows should work too.\n\n- **Command Line Execution**: Execute any command line instruction through LLM\n- **Figma Integration**: Access Figma files, components, styles, and more\n- **Extensible Architecture**: Easily add new API integrations\n- **MCP Protocol Support**: Compatible with Claude Desktop and other MCP-enabled LLMs\n- **Comprehensive Testing**: Well-tested codebase with high test coverage\n\n## Installation\n\n### Using uv (Recommended)\n\nWe recommend using [uv](https://github.com/astral-sh/uv) to manage your environment.\n\n```bash\n# Install uv\ncurl -LsSf https://astral.sh/uv/install.sh | sh  # For macOS/Linux\n# or\npowershell -ExecutionPolicy ByPass -c \"irm https://astral.sh/uv/install.ps1 | iex\"  # For Windows\n```\n\nThen you can use `uvx \"mcp-…","publisher":null,"homepage":"https://ai-zerolab.github.io/mcp-toolbox/","repository":"https://github.com/ai-zerolab/mcp-toolbox","version":"0.0.0.dev0","license":null,"protocols":["mcp"],"tags":["llm","mcp","model","context","protocol"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_ai-zerolab-mcp-toolbox","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_ai-zerolab-mcp-toolbox","registry":"pypi","observedAt":"2026-10-28T03:24:08.303Z","publishedAt":"2026-02-09T23:27:20.834967Z","latestVersion":"0.0.0.dev0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_ai-zerolab-mcp-toolbox","url":"https://pypi.org/project/iflow-mcp_ai-zerolab-mcp-toolbox/","firstSeenAt":"2026-09-09T17:22:18.502Z","fetchedAt":"2026-10-28T03:22:46.845Z","normalizedAt":"2026-10-28T03:22:46.845Z"}]},"firstSeenAt":"2026-09-09T17:22:18.502Z","updatedAt":"2026-10-28T03:24:08.303Z"}