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)
Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.
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。
SEEDBASE_API_KEY, Authorization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
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"seedbase": {
"command": "npx",
"args": [
"-y",
"@seedbase/client"
],
"env": {
"SEEDBASE_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http seedbase https://seedba.se/mcp --header 'Authorization: your-value'claude mcp add seedbase --env SEEDBASE_API_KEY=your-value -- npx -y @seedbase/client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": {
"seedbase": {
"url": "https://seedba.se/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"seedbase": {
"command": "npx",
"args": [
"-y",
"@seedbase/client"
],
"env": {
"SEEDBASE_API_KEY": "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": {
"seedbase": {
"type": "http",
"url": "https://seedba.se/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"seedbase": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@seedbase/client"
],
"env": {
"SEEDBASE_API_KEY": "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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过 GitHub 账户 marcelglaeser 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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:SEEDBASE_API_KEY, Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.2.2)于5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。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Recta
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.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
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。
Generate realistic, relationship-preserving, privacy-safe test data for your databases — and pull it straight into your local or CI database.
Seedbase lives on seedbase.dev: you model (or import) a schema there, generate datasets, and use this package to pull them into Postgres, MySQL, SQLite and more. Schema-aware, foreign-key-correct, reproducible by seed.
This is the Node.js client, a counterpart to the Python SDK.
npm install @seedbase/client
Zero runtime dependencies — pure ESM, built on the native fetch of Node 18+.
import { SeedbaseClient } from "@seedbase/client";
// Token from the argument, $SEEDBASE_TOKEN, or ~/.seedbase/config.json const client = new SeedbaseClient({ token: "dr_sk_..." });
// Trigger a generation and wait for it to finish const gen = await client.generate(projectId, { seed: 42, wait: true });
// Download the result (Uint8Array) const bytes = await client.download(gen.id, { format: "sql" }); import { writeFile } from "node:fs/promises"; await writeFile("dump.sql", bytes);
This package ships seedbase-mcp — a zero-dependency Model Context Protocol server that lets AI assistants generate test data for you. Describe what you need ("fill my Shop project with MySQL test data") and the assistant drives SeedBase end-to-end through five tools:
| Tool | What it does |
|---|---|
list_projects | List your SeedBase projects (id, name, database type) |
create_project | Create a new, empty project |
import_schema | Import a schema from SQL DDL (raw pg_dump --schema-only works), CSV/JSON or ORM model code |
get_ddl | Get a project's schema as CREATE TABLE statements, per dialect |
generate_test_data | Generate a fresh FK-consistent dataset and return it as SQL (large results are written to a local file, never truncated) |
Hosted (zero install) — point any Streamable-HTTP MCP client at https://seedbase.dev/mcp with an Authorization: Bearer dr_sk_... header:
claude mcp add-json seedbase '{"type":"http","url":"https://seedbase.dev/mcp","headers":{"Authorization":"Bearer dr_sk_..."}}'
Local via Claude Code (stdio):
claude mcp add-json seedbase '{"type":"stdio","command":"npx","args":["-y","-p","@seedbase/client","seedbase-mcp"],"env":{"SEEDBASE_API_KEY":"dr_sk_..."}}'
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": { "seedbase": { "command": "npx", "args": ["-y", "-p", "@seedbase/client", "seedbase-mcp"], "env": { "SEEDBASE_API_KEY": "dr_sk_..." } } } }
Create a free account at seedbase.dev/register (no credit card), then create an API key under Settings → API keys. The free tier is enough to generate full, foreign-key-consistent datasets. The server is stdio-only, talks exclusively to https://seedbase.dev, and stores nothing locally.
The token is resolved in this order:
token option passed to the constructor.SEEDBASE_TOKEN environment variable.token field in ~/.seedbase/config.json (written by seedbase login).API keys with the dr_sk_ prefix are sent as Authorization: Bearer ..., other tokens as Authorization: Token .... Get a key at seedbase.dev/settings?tab=api-keys.
new SeedbaseClient({
token, // optional, see resolution order above apiUrl, // default "https://seedbase.dev/api/v1" (https enforced, http only for localhost) configPath, // override ~/.seedbase/config.json requestTimeout, // per-request timeout in ms, default 30000 fetch, // inject a custom fetch (e.g. for tests) });
| Method | Description |
|---|---|
listProjects() | All datasets/projects (paginated, followed automatically). |
getProject(projectId) | A single project. |
listGenerations(projectId) | Generations for a project (paginated). |
getGeneration(generationId) | A single generation. |
generate(projectId, opts) | Trigger a generation. opts: { seed, rows, format, rebaseTo, wait, timeout, pollInterval }. With wait: true it polls until the generation reaches completed/failed/cancelled. |
download(generationId, { format }) | Download the generated artifact as a Uint8Array. format defaults to "sql". |
seededRows(projectId, { seed, rows }) | Generate and return the rows as { tableName: [row, ...] }, in foreign-key-safe order. |
exportConfig(projectId) | The project's engine config as an object. |
importConfig(projectId, config) | Replace the project's engine config. |
All methods are async and return Promises. Failures throw a SeedbaseError (with .statusCode for HTTP errors), carrying a readable message that includes the server's detail or field errors.
import { SeedbaseError } from "@seedbase/client";
try { await client.getProject("missing"); } catch (err) { if (err instanceof SeedbaseError) { console.error(err.statusCode, err.message); } }
Fill a Prisma-managed database with realistic, foreign-key-consistent data, in one call. Your schema must already exist (your prisma migrate owns it); SeedBase only fills it. Free tier.
// prisma/seed.ts
import { PrismaClient } from "@prisma/client"; import { SeedbaseClient } from "@seedbase/client"; import { seedPrisma } from "@seedbase/client/prisma";
const prisma = new PrismaClient(); const client = new SeedbaseClient({ token: process.env.SEEDBASE_TOKEN });
await seedPrisma(prisma, client, { project: process.env.SEEDBASE_PROJECT, seed: 42 });
Then run prisma db seed. A runnable demo (offline, no account) is in examples/prisma-seed-demo.mjs.
MIT licensed.