Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
DB_PATHYou need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}Run this in your terminal
claude mcp add standardgraph --env DB_PATH=your-value -- uvx standardgraphFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"standardgraph": {
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"standardgraph": {
"type": "stdio",
"command": "uvx",
"args": [
"standardgraph"
],
"env": {
"DB_PATH": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account swoopeagle, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: DB_PATH
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.2.3) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
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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:
Only the beginning is shown; read the rest in the repo