manim-skill MCP — 使用场景, 安装 & 实时演示

为什么要用

核心特性

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')

实时演示

实际使用效果

manim-skill.replay ▶ 就绪

0/0

安装

选择你的客户端

~/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
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.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
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

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
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json

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

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json

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

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json

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

加入 context_servers。Zed 保存后热重载。

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

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： manim-skill

Animate the intuition behind a math or CS concept

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

何时使用： A concept is easier with motion than with words (gradient descent, sorting, Fourier).

前置条件

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

步骤

State the concept

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

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

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

→ Code updated, re-rendered preview
Final render

Looks good — render at 1080p60.✓ 已复制

→ High-q mp4 produced

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

注意事项

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

搭配使用： filesystem

Build a series of scenes for a longer explainer

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

何时使用： You have a 5-minute script and need 10+ scenes to go with it.

步骤

Feed the script

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

→ Ordered scene plan
Render in batches

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

→ Three low-q mp4s
Consolidate

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

→ Work proceeds; locked scenes untouched

结果： A full scene library ready for final render.

注意事项

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

组合

与其他 MCP 搭配，撬动十倍杠杆

manim-skill + filesystem

Organize a project's scenes, renders, and drafts

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

工具

此 MCP 暴露的能力

工具	输入参数	何时调用	成本
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

成本与限制

运行它的成本

API 配额: None
每次调用 Token 数: Moderate — code iterations
费用: Free; local compute only
提示: Always iterate at low quality. Final render once.

安全

权限、密钥、影响范围

凭据存储： None

数据出站： None from skill

故障排查

常见错误与修复

manim import errors

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

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

Render hangs or is very slow

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

验证： ffmpeg -version

Weird layout — objects overlap

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

替代方案

manim-skill 对比其他方案

替代方案	何时用它替代	权衡
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

为什么要用

核心特性

实时演示

实际使用效果

安装

选择你的客户端

使用场景

实战用法： manim-skill

Animate the intuition behind a math or CS concept

前置条件

步骤

注意事项

Build a series of scenes for a longer explainer

步骤

注意事项

组合

与其他 MCP 搭配，撬动十倍杠杆

工具

此 MCP 暴露的能力

成本与限制

运行它的成本

安全

权限、密钥、影响范围

故障排查

常见错误与修复

替代方案

manim-skill 对比其他方案

更多

资源