manim-skill MCP — 사용 사례, 설치 & 라이브 데모

왜 쓰나요

핵심 기능

Autonomous plan → write → render → refine loop
Scene library patterns for common math / CS visuals
Invokes local manim install (CE)
Handles low-quality preview vs high-quality final renders
Iterates on feedback ('make the graph animate left-to-right')

라이브 데모

실제 사용 모습

manim-skill.replay ▶ 준비됨

0/0

설치

클라이언트 선택

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "manim-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Yusuke710/manim-skill",
        "~/.claude/skills/manim-skill"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop → Settings → Developer → Edit Config 열기. 저장 후 앱 재시작.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "manim-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Yusuke710/manim-skill",
        "~/.claude/skills/manim-skill"
      ],
      "_inferred": true
    }
  }
}

Cursor는 Claude Desktop과 동일한 mcpServers 스키마 사용. 프로젝트 설정이 전역보다 우선.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "manim-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Yusuke710/manim-skill",
        "~/.claude/skills/manim-skill"
      ],
      "_inferred": true
    }
  }
}

Cline 사이드바의 MCP Servers 아이콘 클릭 후 "Edit Configuration" 선택.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "manim-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Yusuke710/manim-skill",
        "~/.claude/skills/manim-skill"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "manim-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Yusuke710/manim-skill",
        "~/.claude/skills/manim-skill"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.config/zed/settings.json

{
  "context_servers": {
    "manim-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/Yusuke710/manim-skill",
          "~/.claude/skills/manim-skill"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

claude mcp add manim-skill -- git clone https://github.com/Yusuke710/manim-skill ~/.claude/skills/manim-skill

한 줄 명령. claude mcp list로 확인, claude mcp remove로 제거.

사용 사례

실전 활용법: manim-skill

Animate the intuition behind a math or CS concept

👤 Educators, YouTubers, students explaining to themselves ⏱ ~45 min intermediate

언제 쓸까: A concept is easier with motion than with words (gradient descent, sorting, Fourier).

사전 조건

manim installed — pip install manim (or uv add manim); ensure ffmpeg present
Skill installed — git clone https://github.com/Yusuke710/manim-skill ~/.claude/skills/manim-skill

흐름

State the concept

Use manim-skill. Animate gradient descent on a 2D loss surface — ball rolling, learning rate visibly affects step size.✓ 복사됨

→ Scene plan + code + low-q preview rendered
Iterate

Slower at first, faster once it's in the valley. Label the axes.✓ 복사됨

→ Code updated, re-rendered preview
Final render

Looks good — render at 1080p60.✓ 복사됨

→ High-q mp4 produced

결과: An explainer video you can embed in a blog post.

함정

Manim code has breaking changes across versions — Pin your manim version in requirements; the skill's prompts assume recent Community Edition

함께 쓰기: filesystem

Build a series of scenes for a longer explainer

👤 Video creators working on a single concept over multiple shots ⏱ ~180 min advanced

언제 쓸까: You have a 5-minute script and need 10+ scenes to go with it.

흐름

Feed the script

Use manim-skill. Here's my script. Break into scene beats and propose a Manim scene per beat.✓ 복사됨

→ Ordered scene plan
Render in batches

Render scenes 1-3 at preview quality; show me.✓ 복사됨

→ Three low-q mp4s
Consolidate

Ok, lock scenes 1-3. Move to 4-6.✓ 복사됨

→ Work proceeds; locked scenes untouched

결과: A full scene library ready for final render.

함정

Rendering high-q for every iteration wastes time — Iterate at -ql (low) and only go -qh once locked

조합

다른 MCP와 조합해 10배 효율

manim-skill + filesystem

Organize a project's scenes, renders, and drafts

Keep scenes in project/scenes/, renders in project/renders/preview or /final.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
plan_scenes	concept or script	First step on any new project	0
write_scene	scene spec	Per-scene code generation	0
render_manim	scene file, quality	Preview and final renders	local CPU/GPU
refine_scene	scene + feedback	Iterating on animation	0

비용 및 제한

운영 비용

API 쿼터: None
호출당 토큰: Moderate — code iterations
금액: Free; local compute only
팁: Always iterate at low quality. Final render once.

보안

권한, 시크릿, 파급범위

자격 증명 저장: None

데이터 외부 송신: None from skill

문제 해결

자주 발생하는 오류와 해결

manim import errors

Manim CE vs GL — make sure you're on Community (pip install manim), not the legacy 3b1b version

확인: python -c 'import manim; print(manim.__version__)'

Render hangs or is very slow

Use -ql for iteration; -qh only at end. Check ffmpeg presence.

확인: ffmpeg -version

Weird layout — objects overlap

Use positioning primitives (next_to, align_to) rather than raw coords

대안

manim-skill 다른 것과 비교

대안	언제 쓰나	단점/장점
After Effects / Motion Canvas	You want visual timeline tools	Not code; not LLM-friendly
paperbanana-skill	Static academic diagrams rather than animations	Different output

manim-skill