MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
CLI interface for CC Switch — manage AI coding tool configurations from the terminal
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitch --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cli-anything-ccswitch .claude/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .claude/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/cli-anything-ccswitch .agents/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .agents/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/cli-anything-ccswitch .cursor/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .cursor/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/HKUDS/CLI-Anything.git --path skills/cli-anything-ccswitch--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/cli-anything-ccswitch .gemini/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .gemini/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/cli-anything-ccswitch .github/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .github/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/CLI-Anything cli-anything-ccswitch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/cli-anything-ccswitch .opencode/skills/cli-anything-ccswitch && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cli-anything-ccswitch" agent skill from https://github.com/HKUDS/CLI-Anything/tree/main/skills/cli-anything-ccswitch into .opencode/skills/cli-anything-ccswitch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cli-anything-ccswitch", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
cli-anything-ccswitchCLI interface for CC Switch — manage AI coding tool configurations from the terminal
CLI Anything Ccswitch is an agent skill from HKUDS/CLI-Anything. CLI interface for CC Switch — manage AI coding tool configurations from the terminal
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with Model Context Protocol. The repository describes itself as: "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 34f5195. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
CLI Anything Ccswitch loads about 890 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 288 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from HKUDS/CLI-Anything at commit 34f5195, republished under its Apache-2.0 licence (© HKUDS). 288 words, ~890 tokens.
.claude/skills/cli-anything-ccswitch/SKILL.md (or your agent's skills folder).CLI harness for CC Switch, a desktop app that manages AI coding tool (Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw, Hermes) configurations. Built with Click and the CLI-Anything methodology.
~/.cc-switch/cc-switch.dbpip install -e .After installation, the command cli-anything-ccswitch is available.
| Group | Description |
|---|---|
status | Show a quick database overview |
providers | Manage AI provider configurations (list, get, set-current) |
proxy | Manage the local HTTP proxy server (status, config) |
mcp | Manage MCP (Model Context Protocol) servers (list, enable) |
skills | Manage installed skills (list, repos) |
usage | View API usage and cost statistics (stats, logs) |
settings | View and manage CC Switch settings (list, get, set) |
sessions | Browse and search AI conversation sessions (list) |
--json — Output in machine-readable JSON format (recommended for agent use)--db PATH — Override the database pathAlways use --json for programmatic consumption. Place it before the
subcommand:
cli-anything-ccswitch --json providers list
cli-anything-ccswitch --json usage stats --days 30
cli-anything-ccswitch --json providers get <id> --app claudeAPI tokens, keys, and secrets are masked in all output. The settings_config
field in provider details shows masked values (e.g., sk-bc089...5cbb).
0 — Success1 — Error (e.g., resource not found, invalid app type)Valid app types: claude, codex, gemini, opencode, openclaw, hermes.
cli-anything-ccswitch providers list
cli-anything-ccswitch --json providers list --app claudecli-anything-ccswitch providers set-current <provider-id> --app claudecli-anything-ccswitch proxy status --app claude
cli-anything-ccswitch proxy config --app claude --set-port 8080cli-anything-ccswitch usage stats --days 7
cli-anything-ccswitch --json usage stats --days 30 --app claude
cli-anything-ccswitch usage logs --limit 10cli-anything-ccswitch skills list
cli-anything-ccswitch skills reposcli-anything-ccswitch mcp list
cli-anything-ccswitch mcp enable <server-id> --app claude --oncli-anything-ccswitch settings list
cli-anything-ccswitch settings get <key>
cli-anything-ccswitch settings set <key> <value>cli-anything-ccswitch sessions list --app claude --limit 10cli-anything-ccswitch status
cli-anything-ccswitch
cli-anything-ccswitch --jsonWhen a resource is not found, the CLI prints an error message to stderr and exits with code 1. Agents should check the exit code before parsing output.
The CLI reads from the live CC Switch SQLite database. All read operations
are safe and do not modify the database. Write operations (providers set-current, proxy config, mcp enable, settings set) modify the
database directly.
© HKUDS, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/cli-anything-ccswitch of HKUDS/CLI-Anything.
Open the folder on GitHubat commit 34f5195
CLI Anything Ccswitch next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| CLI Anything Ccswitch this skillHKUDS/CLI-Anything | 52k | — | ~890 | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
HKUDS/CLI-Anything
Lets Codex build, refine, test, validate and list CLI-Anything harnesses for GUI applications or source repositories, following the project's full methodology.
HKUDS/CLI-Anything
Adapts the CLI-Anything methodology so Reasonix can build, refine, test and validate a command-line harness for an existing GUI application or source repository.
HKUDS/CLI-Anything
Guides Hermes Agent through building, refining and testing a CLI-Anything harness that wraps a GUI application or source repository in a scriptable command line.
HKUDS/CLI-Anything
Builds, refines, tests or validates a CLI-Anything harness that wraps a GUI application or source repository as a stateful Click CLI with JSON output and a REPL mode.
HKUDS/CLI-Anything
Drives Krita from the command line to create projects, add layers, apply filters, resize the canvas and export images, with JSON output for agents.
HKUDS/CLI-Anything
Defines, lists, inspects and runs parameterized GUI macros from the command line, with the runtime choosing the execution backend.
Works with
Categories
CLI interface for CC Switch — manage AI coding tool configurations from the terminal. CLI Anything Ccswitch is an agent skill from HKUDS/CLI-Anything.
CLI Anything Ccswitch fits situations like: agent Workflows work in your project.
Run `npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a claude-code`. Or copy the skill folder (skills/cli-anything-ccswitch in HKUDS/CLI-Anything) into .claude/skills/cli-anything-ccswitch in your project. Claude Code loads it when a task matches its description.
Run `npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a codex`. Or copy the skill folder (skills/cli-anything-ccswitch in HKUDS/CLI-Anything) into .agents/skills/cli-anything-ccswitch in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/CLI-Anything --skill cli-anything-ccswitch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cli-anything-ccswitch, .gemini/skills/cli-anything-ccswitch, .github/skills/cli-anything-ccswitch and .opencode/skills/cli-anything-ccswitch in your project.
Going by SKILL.md and its folder, CLI Anything Ccswitch needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
CLI Anything Ccswitch is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 890 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with CLI Anything Ccswitch: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
HKUDS (a GitHub organization) maintains it in HKUDS/CLI-Anything, which has 51,696 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on September 22, 2026.
Source: HKUDS/CLI-Anything on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.