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Skills cli2skill

Turn any CLI or MCP server into an Agent Skill. Use when you want to replace an MCP server with a zero-overhead CLI skill, or generate a skill from any command-line tool's --help output.

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/2233admin/cli2skill" ~/.claude/skills/openclaw-skills-cli2skill && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/2233admin/cli2skill" ~/.openclaw/skills/openclaw-skills-cli2skill && rm -rf "$T"
manifest: skills/2233admin/cli2skill/SKILL.md
tags
#cli#automation#tooling#mcp#skill-generation#command-line
source content

cli2skill

Convert CLI tools and MCP servers into Agent Skills (markdown files) that any AI coding agent can use. Zero runtime overhead — no persistent processes, no memory leaks.

Prerequisites

pip install cli2skill

Commands

Generate skill from CLI

# Basic — parse --help and generate SKILL.md
cli2skill generate <executable> --name <skill-name> -o ~/.claude/skills/

# Custom executable path
cli2skill generate "python my_tool.py" --name my-tool \
  --exe-path "python /full/path/my_tool.py" -o ~/.claude/skills/

# From saved help text
cli2skill generate mytool --help-file help_output.txt -o ~/.claude/skills/

# Skip subcommand parsing (faster, top-level only)
cli2skill generate gh --name github-cli --no-subcommands -o ~/.claude/skills/

Preview parsed metadata

cli2skill preview <executable>

Convert MCP server to skill

# From command
cli2skill mcp npx some-mcp-server --name my-mcp -o ~/.claude/skills/

# From Claude Code settings.json
cli2skill mcp --config ~/.claude/settings.json --server my-server --name my-mcp -o ~/.claude/skills/

# With env vars
cli2skill mcp npx tavily-mcp --name tavily --env API_KEY=xxx -o ~/.claude/skills/

When to use

  • You have an MCP server that's just "call -> return result" with no persistent state — replace it with a CLI skill to eliminate process leaks
  • You want to give your agent access to any CLI tool without writing a skill by hand
  • You're migrating away from MCP servers that accumulate zombie processes

When NOT to use

  • MCP servers that need persistent browser sessions, streaming notifications, or multi-client shared state — those genuinely need MCP