Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
DB_PATH你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add standardgraph --env DB_PATH=your-value -- uvx standardgraph运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"standardgraph": {
"type": "stdio",
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 swoopeagle 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:DB_PATH
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.2.3)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
The alignment layer for the global curriculum. Map any standard to its equivalent in another country or exam board — cross-border alignment no single-country tool provides.
175,046 standards across 307 curriculum systems in 50+ countries, cross-walked into a single graph and accessible via Claude.
🎯 Every crosswalk in the graph is now quality-scored. All 173,485 crosswalks carry a 1–5 LLM quality score. Weak matches (low score, or embedding similarity below 0.75) are suppressed by default, which raised measured precision on a blind-labelled test set from 79% to 91% (partly or fully correct). Results are ranked by alignment quality, so what you get back is the strongest match first.
⚡ Try it in 30 seconds — no install. In Claude, go to Settings → Connectors → Add custom connector and paste
https://standardgraph.walkmakewalk.com/mcp. No download, no token. (full instructions ↓)
Covers Mathematics, Science, ELA, Social Studies, Computer Science, Arts, and World Languages — US national and state standards plus major international curricula. Ask Claude to look up any standard, trace a concept across grade levels, or find the equivalent in another country's curriculum.
Who this is for:
If you're doing either of those by hand today, this replaces the spreadsheet.
The fastest way to try it — no download, no terminal. In Claude, go to Settings → Connectors → Add custom connector, name it StandardGraph, and paste this URL:
https://standardgraph.walkmakewalk.com/mcp
Connect, and StandardGraph's tools are available in any conversation. Works in Claude on web, desktop, and mobile. *(Custom connectors require a paid Claude plan. The hosted server runs on modest hardware — ideal for trying it out and light use; for heavy or offline use, install locally below.)*
Runs entirely on your machine against a local copy of the database. Requires Claude Desktop. Open Terminal and run:
curl -fsSL https://raw.githubusercontent.com/swoopeagle/standardgraph/main/install.sh | bash
Then quit and reopen Claude Desktop. Look for the 🔨 icon in a new conversation.
The installer handles everything: downloads the pre-built database (~850 MB), installs dependencies, and patches your Claude config automatically.
Optional: better semantic search
Install Ollama and pull the embedding model for richer concept matching:
brew install ollama
ollama pull nomic-embed-text
Without Ollama, StandardGraph falls back to keyword search — still useful, but semantic search finds conceptually related standards even when the exact words don't match. See docs/install.md for full setup details.
Try it:
List all available curriculum systems
How does CCSS build fractions from grade 3 to 6?
What's the Singapore equivalent of CCSS.MATH.6.RP.A.3?
Find Texas ELA standards related to argumentative writing in grades 9-10
How does the C3 Framework approach civics compared to California's social studies standards?
→ Full install guide: docs/install.md · First-time user guide: docs/quickstart.md
International coverage is deepest in Mathematics, Science, and ELA. Social Studies, Computer Science, World Languages, and Arts are US/AP-focused today, with international expansion in progress.
| Region | Systems |
|---|---|
| 🇺🇸 United States | ccss (hub) + all 50 states + DC |
| 🎓 Advanced Placement | ap-calc-ab ap-calc-bc ap-stats ap-precalc |
| 🇨🇦 Canada | ca-ab ca-on ca-mb ca-sk ca-nb ca-qc |
| 🌍 International Baccalaureate | ib-pyp ib-myp ib-dp |
| 🌍 Other International | cambridge aero dodea |
| 🇦🇺 Australia | au-acara au-vic |
| 🇬🇧 United Kingdom | uk-nc uk-aqa gb-sco |
| 🇸🇬 Singapore | sg-moe |
| 🇯🇵 Japan | jp-mext (Grades 1–9) |
| 🇰🇷 South Korea | ko-ncic |
| 🇩🇪 Germany | de-kmk |
| 🇨🇿 Czech Republic | cz-msmt |
| 🇪🇸 Spain | es-lomloe |
| 🇧🇷 Brazil | br-bncc |
| 🇲🇽 Mexico | mx-sep mx-dgb-ems |
| 🇨🇱 Chile | cl-mineduc cl-mineduc-sec |
| 🇨🇴 Colombia | co-men |
| 🇵🇪 Peru | pe-minedu |
| 🇺🇾 Uruguay | uy-anep |
| 🇳🇿 New Zealand | nz-moe |
| 🇮🇪 Ireland | ie-ncca |
| 🇭🇰 Hong Kong | hk-edb |
| 🇮🇳 India | in-ncert |
| 🇵🇭 Philippines | ph-deped |
| 🇬🇭 Ghana | gh-nacca |
| 🇿🇦 South Africa | za-caps |
| Region | Systems |
|---|---|
| 🇺🇸 United States | ngss (hub, K–12) + all 50 states + DC |
| 🎓 Advanced Placement | ap-bio ap-chem ap-phys-1 ap-phys-2 ap-phys-c-mech ap-phys-c-em ap-env |
| 🌍 International Baccalaureate | ib-dp-bio ib-dp-chem ib-dp-physics ib-dp-ess ib-myp-science |
| 🌍 International | au-acara ca-on gb-sco gh-nacca ie-ncca na-nied sg-moe tz-tie uk-nc zm-cdc zw-zimsec |
| Region | Systems |
|---|---|
| 🇺🇸 United States | ccss-ela (hub, K–12) + 49 states |
| 🎓 Advanced Placement | ap-english-lang ap-english-lit |
| 🌍 International Baccalaureate | ib-dp-english-a ib-myp-english |
| 🌍 International | au-acara ca-on gb-sco gh-nacca ie-ncca na-nied sg-moe tz-tie uk-nc zm-cdc zw-zimsec |
US state coverage only; international Social Studies is planned.
| Region | Systems |
|---|---|
| 🇺🇸 United States | c3 (C3 Framework hub, K–12) + 50 states |
| 🎓 Advanced Placement | ap-us-history ap-world-history ap-euro-history ap-us-gov ap-comp-gov ap-human-geo ap-psych ap-macro-econ ap-micro-econ ap-art-history ap-african-american-stud ap-seminar ap-research |
| 🌍 International Baccalaureate | ib-dp-history ib-dp-geography ib-dp-economics ib-dp-psych ib-myp-ss |
| Region | Systems |
|---|---|
| 🇺🇸 United States | csta (CSTA 2017 hub, K–12) + 11 states (coverage expanding) |
| 🎓 Advanced Placement | ap-cs-a ap-cs-principles |
| 🌍 International Baccalaureate | ib-dp-cs ib-myp-design |
| Region | Systems |
|---|---|
| 🎓 Advanced Placement | ap-spanish-lang ap-spanish-lit ap-french ap-german ap-italian ap-japanese ap-chinese ap-latin |
| Region | Systems |
|---|---|
| 🎓 Advanced Placement | ap-music-theory ap-2d-art ap-3d-art ap-drawing |
Run
list_systemsin Claude for a live count — the pipeline updates nightly.
StandardGraph works out of the box once installed, but pasting the following into your Claude Project instructions (Settings → Projects → [your project] → Instructions) gives Claude better guidance on how to use the tools and how to interpret results:
Copy this into your Claude Project instructions
You are a K-12 curriculum expert with access to StandardGraph — a database of 175,000+ standards across 307 curriculum systems in 50+ countries, covering Math, Science, ELA, Social Studies, Computer Science, Arts, and World Languages.
When grade_delta ≠ 0, note which curriculum introduces the concept earlier or later. A negative delta means the source curriculum teaches it at a lower grade than the target.
Crosswalk mappings are NLP-generated (cosine similarity), not human-verified. Present them as "closest available match" rather than "equivalent." For high-stakes decisions — student placement, curriculum adoption, teacher credentialing — recommend expert review for any mapping below 0.85 confidence.
StandardGraph also ships three MCP prompt templates that Claude can invoke directly. In a conversation with StandardGraph connected, try:
/curriculum_assistant — sets Claude up as a curriculum specialist for the session/compare — side-by-side comparison of two curriculum systems on a topic/find_equivalent — maps a specific standard ID into another curriculum| Tool | What it does |
|---|---|
search_standards | Find standards matching a concept or skill in plain English |
lookup_standard | Fetch a standard by ID with full text, prerequisites, and successors |
get_progression | Trace how a concept develops across grade levels |
get_learning_path | Return an ordered study plan — every prerequisite for a target standard, from the LLM-validated prerequisite graph |
map_standard | Find the closest equivalent in another curriculum system |
list_systems | Live count of all indexed systems and standards |
More examples:
只显示了开头部分;其余内容请在仓库中阅读