Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
DB_PATH필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add standardgraph --env DB_PATH=your-value -- uvx standardgraph실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"standardgraph": {
"type": "stdio",
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 swoopeagle 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: DB_PATH
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.2.3)은 4개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Tools MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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:
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요