nanobot
A self-hosted personal AI agent framework with skills for scheduling reminders, managing GitHub issues and pull requests, generating and editing images, searching past conversations, and installing skills from ClawHub.
Gives AI agents a command-line interface to real desktop and web software, so they can drive apps like personal finance, data cleanup, DNS filtering and document generation without a GUI. Generates new CLI wrappers for apps that lack one.
Claude Code
> /plugin marketplace add HKUDS/CLI-Anything> /plugin install cli-anything@cli-anything
Codex
$ npx skills add HKUDS/CLI-Anything -a codex
Cursor
$ npx skills add HKUDS/CLI-Anything -a cursor
Gemini CLI
$ npx skills add HKUDS/CLI-Anything -a gemini-cli
GitHub Copilot
$ copilot plugin marketplace add HKUDS/CLI-Anything$ copilot plugin install cli-anything@cli-anything
OpenCode
$ npx skills add HKUDS/CLI-Anything -a opencode
Windsurf
$ npx skills add HKUDS/CLI-Anything -a windsurf



Today's Software Serves Humans👨💻. Tomorrow's Users will be Agents🤖. CLI-Anything: Bridging the Gap Between AI Agents and the World's Software
🌐 CLI-Hub: pip install cli-anything-hub then cli-hub install <name> — browse, install, and manage all community-built CLIs. Want to add your own? Open a PR — the hub updates instantly.
🎬 See Demos: Watch AI agents use generated CLIs plus preview, live preview, and trajectory loops to produce real artifacts — CAD builds, 3D scenes, diagrams, gameplay, subtitles, and more.
🙋 [Become a Contributor, or Request a CLI]: Join us! Sign up to build a new CLI harness — once reviewed and merged, you'll gain access as one of our community contributors! Wish CLI-Anything supported a specific software or service? Submit a wishlist request!
One Command Line: Make any software agent-ready for Pi, OpenClaw, nanobot, Cursor, Claude Code, etc. 中文文档 | 日本語ドキュメント | Deutsch
Thanks to all invaluable efforts from the community! More updates continuously on the way everyday..
2026-05-30 🧭 Hermes skill proposed (#320), adding a CLI-Anything orchestration skill with installer scripts and HARNESS fallback guidance. 🗺️ ArcGIS Pro was proposed for the public registry (#318) as a Windows/ArcPy CLI for cartography, geoprocessing, feature editing, and live-Pro MCP workflows.
2026-05-27 🔧 CLI-Hub registry date updates now handle python -m pip install commands (#312), improving package-date detection for registry automation.
2026-05-23 📝 Obsidian Agent CLI was proposed for the public registry (#307), bringing a PyPI-installed Obsidian automation CLI with persistent agent memory workflows and a pinned skill link.
2026-05-21 🔒 Sketch CLI token-file handling was hardened against path traversal and symlink escapes (#304).
2026-05-20 📓 Joplin CLI was proposed (#300) with notebooks, notes, to-dos, tags, attachments, search/sync, import/export, server/E2EE helpers, full docs, packaged skill docs, and a 134-test validation baseline.
2026-05-20 🎛️ Rekordbox CLI merged (#252) with guarded SQLCipher write paths, backup-required forced writes, smoke coverage, and root skill sync. 📚 Calibre CLI merged (#223) with library/search/metadata/conversion/export workflows, 41 unit tests, real-Calibre E2E evidence, and root skill validation. 🧊 3MF CLI merged (#209) with mesh inspection, hole resizing, repair, comparison, and preserved triangle attributes. 🎙️ MiniMax CLI merged (#189) with chat/TTS workflows, JSON-safe model/voice listing, REPL quote handling, and smoke/E2E coverage. 🎮 UEAtelier joined the registry (#297) as an Unreal Editor MCP self-extension workbench with a Python CLI proxy.
2026-05-19 🛠️ Existing harnesses got a quality/security pass — Zoom downloads recordings from direct URLs (#294), Obsidian search now uses the Local REST API vendor content types (#289), LibreOffice headless conversion is more robust on macOS (#290), and XML/SVG/ODF/MLT/MusicXML/CSL parsing now routes untrusted input through defusedxml (#296).
2026-05-18 📈 README presentation refreshed with the Trendshift badge and centered project header polish (#285, #286), keeping the landing section focused on discovery and project momentum.
2026-05-17 🌐 CLI-Hub registry handling was hardened (#281) — registry entries are now copied before _source tagging, preventing cached or mocked registry data from being mutated in place.
2026-05-16 🔧 n8n received the REPL banner crash fix that later merged into main (#280), restoring the no-subcommand interactive startup path with regression coverage.
Earlier news (Apr 10–18)
2026-04-18 🧩 All SKILL.md files are now being unified under the top-level skills/ directory — every CLI skill can be installed from one canonical source with npx skills add HKUDS/CLI-Anything --skill <skill-name> -g -y. We also added root-skill validation CI, synced contribution / PR docs and REPL skill-path hints to the new layout, and refreshed the CLI-Hub install-first frontend around the new npx skills flow.
2026-04-17 🌐 CLI-Hub received another install UX pass — public registry metadata and skill coverage were tightened, visit counting was corrected, and the web hub was further refined. 🧪 Shotcut render output duration was fixed (#92). 📝 SKILL contribution paths were corrected for the new docs flow (#224), and the skill generator now safely handles empty intros (#203).
2026-04-16 🗺️ QGIS CLI merged (#207) — a full GIS / map authoring harness landed. 🧬 UniMol Tools CLI merged (#219) for molecular modeling workflows. 🌐 CLI-Hub also added more public CLIs, including py4csr, refreshed its generated meta-skill, corrected SKILL contribution docs, and fixed apt-get package extraction in skill generation (#204).
2026-04-16 📈 Unreal Insights CLI expanded — added background capture session control (capture start/status/snapshot/stop), engine-root-matched UnrealInsights.exe resolution/build flows, and refreshed docs/tests for the new orchestration workflow.
2026-04-15 🌐 CLI-Hub updated to v0.2.0 — the PyPI package now supports public CLIs from multiple install sources (pip, npm, brew, bundled/system tools), backed by a new public_registry.json. The Hub frontend was redesigned with separate CLI-Anything CLIs and Public CLIs decks, and live end-to-end checks now cover real install, update, and uninstall flows across both pip and npm packages.
2026-04-14 🧭 Safari CLI merged (#212) and added to the Hub registry — browser automation via safari-mcp. 🎬 Kdenlive also received compatibility fixes for Gen 5 project output and invalid project generation.
2026-04-13 📓 Obsidian CLI merged (#211) — knowledge management harness via the Local REST API, with 48 unit tests and 7 E2E tests. ⛓️ Eth2-Quickstart CLI merged (#195) — Ethereum staking node management harness. 📚 Zotero CLI updated to v0.4.1 (#201) — now shipped from its standalone repo, and CLI-Hub gained support for remote skill_md URLs.
2026-04-11 🔗 n8n CLI merged (#188) — workflow automation harness for self-hosted automation flows. 🔧 Exa CLI fix (#205) added the x-exa-integration header for usage tracking. 📦 CLI-Hub also gained its PyPI auto-publish workflow and package refresh pipeline.
2026-04-10 📦 CLI-Hub package manager launched — pip install cli-anything-hub to browse, search, install, update, and uninstall CLI-Anything harnesses from one command. The web Hub also shipped its first install-focused frontend refresh and "Empower yourself" toolkit card.
Earlier news (Apr 1–9)
2026-04-09 🧹 Cleanup and docs pass (#200) — fixed Openscreen test subtotals, added Openscreen to the Chinese README and project structure, and clarified /cli-anything command syntax in the docs.
2026-04-08 🎬 Openscreen CLI merged (#183) — screen recording editor harness with 101 tests. ☁️ CloudAnalyzer CLI merged (#181) — cloud cost analysis harness with 27 commands. 🌊 SeaClip / PM2 / ChromaDB harnesses merged (#129).
2026-04-07 🔄 Dify Workflow CLI merged (#191) — workflow automation wrapper. 🔧 Inkscape auto-save fix (#193, fixes #182). 🛡️ DomShell security hardening (#156) — URL validation and DOM sanitization for the browser CLI. 🥧 Pi Coding Agent extension merged (#178).
2026-04-06 🔍 Exa CLI merged (#172) — AI-powered web search and answers harness. 🎮 Godot CLI merged (#140) — game engine harness with a full demo-game E2E pipeline. ☁️ CloudAnalyzer review fixes and frontend improvements also landed.
2026-04-03 🧪 WireMock CLI merged (#170) — HTTP mock server harness for API testing. 🥧 Pi Coding Agent extension support also landed, and CLI demo recordings were added to the docs.
A self-hosted personal AI agent framework with skills for scheduling reminders, managing GitHub issues and pull requests, generating and editing images, searching past conversations, and installing skills from ClawHub.
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Generates, polishes, reviews, amends and publishes command-line tools for AI agents, so they can run with fewer wasted steps and tokens. Includes skills for importing and publishing CLIs from a shared library.
Gives AI agents a command-line interface to real desktop and web software, so they can drive apps like personal finance, data cleanup, DNS filtering and document generation without a GUI. Generates new CLI wrappers for apps that lack one. Install it with the command on its page. It includes cli-anything-generator, cli-anything-firefly-iii, cli-anything-openrefine. Its skills do not fire on their own yet. Free and open source.
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