SQAI — deterministic, read-only structured data

Name: SQAI — deterministic, read-only structured data
Author: thyn-ai

作者：thyn-ai版本 0.1.20i★ –i在你的电脑上运行

注册名称io.github.thyn-ai/sqai

安装

概览

作者提供的说明（英文原文）

SQAI MCP server — four governed, deterministic, read-only data tools. Free login to execute.

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。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i1 项中通过 1 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

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：SQAI_API_KEY

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：1 项中通过 1 项
在你的电脑上运行，拥有你的用户账户的权限（文件、网络、应用）。
需要你自己填写： SQAI_API_KEY, SQAI_DEPLOYMENT_URL, SQAI_SOURCES

标为机密的值是你账户的钥匙。千万不要分享给别人，也不要粘贴到聊天里。

你需要

npm已安装 Node.js（用于 npx 命令）

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

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": {
    "sqai": {
      "command": "npx",
      "args": [
        "-y",
        "@thyn-ai/sqai-mcp"
      ],
      "env": {
        "SQAI_API_KEY": "your-value",
        "SQAI_DEPLOYMENT_URL": "your-value",
        "SQAI_SOURCES": "your-value"
      }
    }
  }
}

在终端中运行这条命令

claude mcp add sqai --env SQAI_API_KEY=your-value --env SQAI_DEPLOYMENT_URL=your-value --env SQAI_SOURCES=your-value -- npx -y @thyn-ai/sqai-mcp

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": {
    "sqai": {
      "command": "npx",
      "args": [
        "-y",
        "@thyn-ai/sqai-mcp"
      ],
      "env": {
        "SQAI_API_KEY": "your-value",
        "SQAI_DEPLOYMENT_URL": "your-value",
        "SQAI_SOURCES": "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": {
    "sqai": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@thyn-ai/sqai-mcp"
      ],
      "env": {
        "SQAI_API_KEY": "your-value",
        "SQAI_DEPLOYMENT_URL": "your-value",
        "SQAI_SOURCES": "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

SQAI_API_KEY 机密 env
API key for licensing / API mode (semantics owned by @thyn-ai/sqai). Introspection (initialize/tools/list) needs no credentials; executing tools requires a free community login (`sqai login` device r…
SQAI_DEPLOYMENT_URL env
Private deployment endpoint; selects deployment mode when present. Optional.
SQAI_SOURCES env
JSON array of SqaiSourceInput (path/URL string, array of row objects, or { "data": …, "name": "…" }). Sources connect lazily on the first tool call. Optional.

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 thyn-ai 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 18348 个服务器的 0%
发布到注册中心的时间比此分类中其他 18348 个服务器的 52% 更新
基础检查结果等于或优于此分类中其他 18348 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

SQAI — deterministic, read-only structured data 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：SQAI_API_KEY

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（0.1.20）于44天前进入注册中心。

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 Node.js。

有什么可以替代它？

同一分类中有：Spec Driven Development, Remote Desktop Commander, 好縮 Short

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

好縮 Short

作者：gooonamee

Smart URL shortener: create, tag and track short links on s.gooo.name.

在云端运行今天更新

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。

SQAI — Structured Query AI

SQAI is the deterministic, read-only structured-data tool for AI agents, with governed execution and replayable provenance.

Apache-2.0 · TypeScript + Python · built on Algenta as the underlying substrate · a Thyn product

The model proposes meaning. SQAI controls execution: typed intent in, policy-checked deterministic execution, replayable results with full provenance out. No raw SQL, no eval, no write path.

Architecture

Layer	Package	What it is
AI SDK tools	`@thyn-ai/sqai-ai-sdk` (npm)	Three Vercel AI SDK 7 tools — `listSources`, `queryData`, `explainQuery`
Product SDK	`@thyn-ai/sqai` (npm)	SQAI query plane + full computation plane
Product SDK	`sqai` (PyPI)	Same SQAI surface, 1:1 vocabulary
CLI	`@thyn-ai/sqai-cli` (npm, bin `sqai`)	`sqai doctor --parity`, `sqai runtime install/verify/status/stop`
Capability contract	Embedded SQAI contract	The generated, hash-pinned inventory of every capability SQAI exposes
Execution substrate	Algenta (exact-pinned)	Underlying deterministic execution substrate and managed signed runtime bundle

Quickstart (AI SDK)

import { generateText } from "ai";

import { createSQAI } from "@thyn-ai/sqai-ai-sdk";

const sqai = createSQAI({ sources: [{ data: "./data/sales.csv", name: "sales" }] });

const { text } = await generateText({ model: "openai/gpt-5-mini", tools: sqai.tools(), prompt: "Which region had the highest total revenue?", });

No server. No daemon for the query plane. The computation plane provisions a signed managed runtime transparently on first use.

MCP server

The same four governed tools are available to any MCP host (Claude Desktop, Cursor, …) as a stdio server — descriptions, Zod schemas, and execute functions are read straight off the AI-SDK tool objects, never forked:

npx @thyn-ai/sqai-mcp

"mcpServers": { "sqai": { "command": "npx", "args": ["-y", "@thyn-ai/sqai-mcp"], "env": { "SQAI_SOURCES": "[{\"data\": \"./data/sales.csv\", \"name\": \"sales\"}]" } } } }

Introspection (initialize / tools/list) needs no credentials — zero environment is a valid configuration. Executing any of the four tools requires a free community login (sqai login once / device registration, or SQAI_API_KEY) — fully offline thereafter; without it every tools/call returns a structured login_required error. SQAI_DEPLOYMENT_URL keeps its usual semantics from @thyn-ai/sqai.

Tool	What it does
`listSources`	Discovery: sources with exact field names, types, and allowed operations; computation-catalog search; per-module signatures.
`queryData`	One deterministic, read-only query or computation; truncated results stay retrievable via `result_id`.
`explainQuery`	Dry-run: resolved plan, `plan_hash`, validation — or a computation-signature check with a preview `invocation_hash`.

All three are annotated readOnlyHint: true, destructiveHint: false, idempotentHint: true, openWorldHint: false. All three execute under the one uniform license gate: free on 1 machine with a one-time device registration (sqai login) — licensing moves a signed token, never your data; without it, every tool call — local CSV reads included — returns a structured login_required error by design.

What works today

Query plane (connect / resolve / query / verify / ask) — in-process, both languages
Full SQAI computation plane behind capability-contract validation
Policy allow-lists (sources, fields, functions) the model can never override
Cross-language conformance: identical values, plan_hash, intent_signature
Model-context truncation with opaque result handles

Repository layout

contracts/        generated capability contract + tested version pair

packages/sdk/ @thyn-ai/sqai (TypeScript product SDK) packages/ai-sdk/ @thyn-ai/sqai-ai-sdk (Vercel AI SDK tools) packages/cli/ sqai CLI (doctor, runtime verbs) packages/mcp/ @thyn-ai/sqai-mcp (MCP stdio server) packages/python-sdk/ sqai (PyPI) examples/ runnable examples (AI SDK registry example) scripts/ contract sync + parity gate docs/ GitBook (docs.sqai.com)

Key documents

Doc	Purpose
docs/quickstart-ts.md	TypeScript quickstart
docs/quickstart-python.md	Python quickstart
docs/ai-sdk-tools.md	Tool schemas and truncation contract
docs/determinism.md	Hashes, envelopes, "deterministic within the declared execution scope"
docs/licensing.md	Free developer tier, entitlements, runtime bundle trust
SECURITY.md	Security policy