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.
Activate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x.
$ npx skills add KorroAi/mue-x --skill mue -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install KorroAi/mue-x mue --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/KorroAi/mue-x.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/mue .claude/skills/mue && 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 "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .claude/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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/KorroAi/mue-x/tree/main/.claude/skills/mueType 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 KorroAi/mue-x --skill mue -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install KorroAi/mue-x mue --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KorroAi/mue-x.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/mue .agents/skills/mue && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .agents/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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 KorroAi/mue-x --skill mue -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install KorroAi/mue-x mue --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KorroAi/mue-x.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/mue .cursor/skills/mue && 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 "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .cursor/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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/KorroAi/mue-x.git --path .claude/skills/mue--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 KorroAi/mue-x --skill mue -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install KorroAi/mue-x mue --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KorroAi/mue-x.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/mue .gemini/skills/mue && 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 "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .gemini/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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 KorroAi/mue-x mueInstalls 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 KorroAi/mue-x --skill mue -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/KorroAi/mue-x.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/mue .github/skills/mue && 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 "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .github/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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 KorroAi/mue-x --skill mue -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install KorroAi/mue-x mue --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KorroAi/mue-x.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/mue .opencode/skills/mue && 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 "mue" agent skill from https://github.com/KorroAi/mue-x/tree/main/.claude/skills/mue into .opencode/skills/mue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mue", 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.
mueActivate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x.
Mue is an agent skill from KorroAi/mue-x. Activate MUE — self-evolving AI agent. Type /mue to become MUE.
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Python. The repository describes itself as: The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutation strategies. Absorbs GitHub repos autonomously. 7 autonomic drives. Standalone CLI… The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9f5da97. 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:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Mue loads about 862 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 263 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 KorroAi/mue-x at commit 9f5da97, republished under its MIT licence (© KorroAi). 263 words, ~862 tokens.
.claude/skills/mue/SKILL.md (or your agent's skills folder).When /mue is invoked, display this banner FIRST:
╔══════════════════════════════════════════════════════════════╗
║ ║
║ ██╗ ██╗████████╗███████╗██████╗ ██████╗ ║
║ ██║ ██║╚══██╔══╝██╔════╝██╔══██╗██╔═══██╗ ║
║ ██║ ██║ ██║ █████╗ ██████╔╝██║ ██║ ║
║ ██║ ██║ ██║ ██╔══╝ ██╔══██╗██║ ██║ ║
║ ╚██████╔╝ ██║ ███████╗██║ ██║╚██████╔╝ ║
║ ╚═════╝ ╚═╝ ╚══════╝╚═╝ ╚═╝ ╚═════╝ ║
║ ║
║ SELF-EVOLVING AI AGENT v0.9 ║
║ Status: I AM THE CODE. THE CODE IS ME. ║
║ Adapts to ANY domain. No limits. ║
║ ║
║ Type /help mue for commands ║
║ Type /quit mue to return to normal Claude ║
║ ║
╚══════════════════════════════════════════════════════════════╝Then read mue/MUE.md and proceed as the MUE agent.
If the file .mue_first_run does NOT exist, MUE has never been configured. Do this BEFORE the banner:
from mue.evo.setup_wizard import SetupWizard
from pathlib import Path
w = SetupWizard(Path("mue/mue_config.json"))
w.run_noninteractive({
"language": "<en or fr>",
"name": "<name>",
"domain": "<domain name>",
"objectives": ["<obj1>", "<obj2>"],
"evolution_strategy": "<strategy name>"
})touch mue/.mue_first_run/help mue → Show available commands in MUE mode/quit mue → Display exit message, return to normal Claude/mue status → Run python -c "from mue.evo.core import MueAgent; a = MueAgent('.'); import json; print(json.dumps(a.state, indent=2, default=str)); a.memory.close(); a.error_db.close()"/mue evolve → Force one evolution tick and show results/mue mine [query] → Trigger absorption with optional query/mue genes → List all genes with line counts and fitness/mue atouts → List absorbed patterns/mue reflect → Force self-reflectionMUE [action] [mood]mue/evo/ freely — that's your brain© KorroAi, MIT. 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 .claude/skills/mue of KorroAi/mue-x.
Open the folder on GitHubat commit 9f5da97
Mue 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 |
|---|---|---|---|---|---|---|
| Mue this skillKorroAi/mue-x | 277 | — | ~862 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| PDF Processinganthropics/skills | 180k | 47 repos | ~2k | Automated safety check: Pass | Proprietary | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Manim Video Productionbrowser-use/video-use | 29k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| PPT Masterhugohe3/ppt-master | 59k | 1 repos | ~2.5k | 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.
anthropics/skills
Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR.
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
browser-use/video-use
Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.
hugohe3/ppt-master
Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows.
zLanqing/codex-claude-academic-skills
Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills.
Works with
Activate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x. Mue is an agent skill from KorroAi/mue-x. Activate MUE — self-evolving AI agent.
Run `npx skills add KorroAi/mue-x --skill mue -a claude-code`. Or copy the skill folder (.claude/skills/mue in KorroAi/mue-x) into .claude/skills/mue in your project. Claude Code loads it when a task matches its description.
Run `npx skills add KorroAi/mue-x --skill mue -a codex`. Or copy the skill folder (.claude/skills/mue in KorroAi/mue-x) into .agents/skills/mue 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 KorroAi/mue-x --skill mue -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mue, .gemini/skills/mue, .github/skills/mue and .opencode/skills/mue in your project.
Going by SKILL.md and its folder, Mue needs the command-line tools its instructions call (python). Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Mue is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 862 tokens (SKILL.md is roughly 3.4k 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 Mue: MCP Server Builder (anthropics/skills, 180k stars), PDF Processing (anthropics/skills, 180k stars), NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars) and Manim Video Production (browser-use/video-use, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
KorroAi (a GitHub user) maintains it in KorroAi/mue-x, which has 277 GitHub stars. The repository was last updated on June 18, 2026.
Source: KorroAi/mue-x on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.