原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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StandardGraph

作者:swoopeagle版本 1.2.3i★ –i在你的电脑上运行
注册名称io.github.swoopeagle/standardgraph

安装

概览

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.

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他
  • 你需要填写:DB_PATH

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

  • PyPI已安装 Python 的 uv(用于 uvx 命令)

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。

在 Cursor 中打开

或者自己复制设置

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。

在 VS Code 中打开

或者自己复制设置

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。

需要你填写的值

  • DB_PATH 必填 env
    Path to the common_core.db SQLite database (downloaded by install.sh to ~/.standardgraph/common_core.db)

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。

它能做什么

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。

基础检查i

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

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 swoopeagle 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    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“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32683 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32683 个服务器的 16% 更新
  • 基础检查结果等于或优于此分类中其他 32683 个服务器的 100%

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。

常见问题

StandardGraph 安全吗?

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。

它需要哪些密钥或代码?

你需要填写:DB_PATH

它在我的电脑上运行还是在云端?

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)。

它还在维护吗?

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。

哪些应用可以使用它?

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)。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper

替代选择

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

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

MCP Server Autocad Lisp Helper

作者:radwanalmsora

High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.

在你的电脑上运行今天更新
安装

作者的 README

打开 README

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。

StandardGraph

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:

  • EdTech engineers & curriculum teams — mapping content to standards, building alignment features, or auditing coverage across states and countries without hand-building a crosswalk.
  • Teachers and curriculum specialists moving between systems — "I taught IB in Singapore, now I'm teaching CCSS in Texas — what's actually different at this grade level?"

If you're doing either of those by hand today, this replaces the spreadsheet.


Install

Option A — Hosted connector (no install) ⚡

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.)*

Option B — Local install (offline / self-host)

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


Coverage

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.

Mathematics
RegionSystems
🇺🇸 United Statesccss (hub) + all 50 states + DC
🎓 Advanced Placementap-calc-ab ap-calc-bc ap-stats ap-precalc
🇨🇦 Canadaca-ab ca-on ca-mb ca-sk ca-nb ca-qc
🌍 International Baccalaureateib-pyp ib-myp ib-dp
🌍 Other Internationalcambridge aero dodea
🇦🇺 Australiaau-acara au-vic
🇬🇧 United Kingdomuk-nc uk-aqa gb-sco
🇸🇬 Singaporesg-moe
🇯🇵 Japanjp-mext (Grades 1–9)
🇰🇷 South Koreako-ncic
🇩🇪 Germanyde-kmk
🇨🇿 Czech Republiccz-msmt
🇪🇸 Spaines-lomloe
🇧🇷 Brazilbr-bncc
🇲🇽 Mexicomx-sep mx-dgb-ems
🇨🇱 Chilecl-mineduc cl-mineduc-sec
🇨🇴 Colombiaco-men
🇵🇪 Perupe-minedu
🇺🇾 Uruguayuy-anep
🇳🇿 New Zealandnz-moe
🇮🇪 Irelandie-ncca
🇭🇰 Hong Konghk-edb
🇮🇳 Indiain-ncert
🇵🇭 Philippinesph-deped
🇬🇭 Ghanagh-nacca
🇿🇦 South Africaza-caps
Science
RegionSystems
🇺🇸 United Statesngss (hub, K–12) + all 50 states + DC
🎓 Advanced Placementap-bio ap-chem ap-phys-1 ap-phys-2 ap-phys-c-mech ap-phys-c-em ap-env
🌍 International Baccalaureateib-dp-bio ib-dp-chem ib-dp-physics ib-dp-ess ib-myp-science
🌍 Internationalau-acara ca-on gb-sco gh-nacca ie-ncca na-nied sg-moe tz-tie uk-nc zm-cdc zw-zimsec
ELA (English Language Arts)
RegionSystems
🇺🇸 United Statesccss-ela (hub, K–12) + 49 states
🎓 Advanced Placementap-english-lang ap-english-lit
🌍 International Baccalaureateib-dp-english-a ib-myp-english
🌍 Internationalau-acara ca-on gb-sco gh-nacca ie-ncca na-nied sg-moe tz-tie uk-nc zm-cdc zw-zimsec
Social Studies

US state coverage only; international Social Studies is planned.

RegionSystems
🇺🇸 United Statesc3 (C3 Framework hub, K–12) + 50 states
🎓 Advanced Placementap-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 Baccalaureateib-dp-history ib-dp-geography ib-dp-economics ib-dp-psych ib-myp-ss
Computer Science
RegionSystems
🇺🇸 United Statescsta (CSTA 2017 hub, K–12) + 11 states (coverage expanding)
🎓 Advanced Placementap-cs-a ap-cs-principles
🌍 International Baccalaureateib-dp-cs ib-myp-design
World Languages
RegionSystems
🎓 Advanced Placementap-spanish-lang ap-spanish-lit ap-french ap-german ap-italian ap-japanese ap-chinese ap-latin
Arts
RegionSystems
🎓 Advanced Placementap-music-theory ap-2d-art ap-3d-art ap-drawing

Run list_systems in Claude for a live count — the pipeline updates nightly.


Using with Claude

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 the user asks about standards, use these tools:

  • search_standards — when they describe a concept and want matching standards
  • lookup_standard — when they cite a specific standard ID (e.g. CCSS.MATH.6.RP.A.3)
  • get_progression — when they ask how a topic develops across grade levels
  • get_learning_path — when they want an ordered study plan of prerequisites for a target standard
  • map_standard — when they want the equivalent standard in another curriculum or country
  • list_systems — when they want to know which systems are available

Reading crosswalk confidence scores:

  • ≥ 0.90: Strong match — same concept, aligned grade level
  • 0.85–0.89: Good match — same concept, may differ by ±1 grade
  • 0.75–0.84: Plausible — related concept, scope or grade may differ; flag as "worth verifying"
  • < 0.75: Weak — treat as a starting point only, not a definitive equivalent

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.

Tool chaining patterns:

  • Compare two systems on a topic: search_standards in system A, then system B with the same query
  • Deep dive on a standard: lookup_standard → follow prerequisites/successors → map_standard to compare
  • Cross-curriculum progression: get_progression in CCSS, then map key grade stages to another system

Known limitations — read before using map_standard or list_systems:

  • Crosswalks are stored one-directional (non-hub → hub, e.g. sg-moe → ccss), not mirrored. Mapping *from* a hub to a non-hub system (e.g. "what's the Singapore equivalent of this CCSS standard?") often falls through to a weaker semantic fallback even when a strong reverse mapping exists. Always call map_standard with the non-hub/state/international/AP system as from_system and the subject's hub (ccss, ngss, ccss-ela, c3, csta) as to_system — flip the user's framing if needed, then present the result in the direction the user actually asked about. Mapping between two non-hub systems directly (e.g. Singapore → UK) is also less reliable than routing through the hub.
  • list_systems' region filter has metadata gaps — some international systems are tagged inconsistently and a region like "Sub-Saharan Africa" may under-match. Prefer filtering by subject alone, or reference systems by their code directly, rather than relying on region to enumerate everything available.

Always note:

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

Tools

ToolWhat it does
search_standardsFind standards matching a concept or skill in plain English
lookup_standardFetch a standard by ID with full text, prerequisites, and successors
get_progressionTrace how a concept develops across grade levels
get_learning_pathReturn an ordered study plan — every prerequisite for a target standard, from the LLM-validated prerequisite graph
map_standardFind the closest equivalent in another curriculum system
list_systemsLive count of all indexed systems and standards

More examples:

  • *"Find NGSS standards related to climate change in middle school"*
  • *"Compare how Texas and California cover argumentative writing in high school ELA"*
  • *"What CSTA standards correspond to loops and conditionals?"*
  • *"How does the C3 Framework approach historical thinking vs. Virginia's SOL social studies?"*
  • *"Map CCSS.MATH.6.RP.A.3 to t

只显示了开头部分;其余内容请在仓库中阅读

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