Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Daily verdicts on which small-product directions are worth building, from 15 data libraries
These three are never merged into one score: opinions, measurements and popularity are different things.
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://stringers.io/mcp/{token}The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Run this in your terminal
claude mcp add --transport http stringers 'https://stringers.io/mcp/{token}'The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"stringers": {
"url": "https://stringers.io/mcp/{token}"
}
}
}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.
The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"stringers": {
"type": "http",
"url": "https://stringers.io/mcp/{token}"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://stringers.io/mcp/{token}The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
The address needs your own values, so we cannot read the tool list for you.
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 6, 2026
The registry name was verified with the GitHub account komako-workshop, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
The address needs your own account values, so we cannot check it for you
The address needs your own account values, so we cannot check it for you
Not checked yet; we read the tool list when we check the endpoint
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 2 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, BankBridge
Servers in the same category from other makers, sorted by stars.
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.
Works in any MCP agent, including local models. Read-only bank accounts, spending, investments.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
什么值得做 每天回答一个问题:一两个人、几个月,现在做什么小产品最可能赚到钱。
我们每天采集 15 个库:独立产品经支付平台校验的真实收入、App Store 115 个区和 Google Play 的榜单、Meta / Google / TikTok 广告库、GitHub、Product Hunt、Hacker News、X 上几个圈子……在这上面写了约 90 个方向的判断,每个方向一篇长文、一个评级,每天复查。
网页上是写好的判断。接进你自己的 agent(Claude Code、Cursor、Codex、Trae……)之后,它能读这些判断,也能直接去查背后的库,再结合你自己的情况回答。
这个仓库是接入用的那一层:说明、Claude Code 插件、skill、命令行。采集和服务端不在这里。
English: Stringers (「什么值得做」, stringers.io) publishes daily, evidence-backed verdicts on which small-product directions are worth building for indie developers and small teams, drawn from 15 data libraries collected every day (payment-verified indie revenue, App Store / Google Play charts, Meta / Google / TikTok ad libraries, GitHub, Product Hunt, Hacker News, X). This repo connects it to your agent: a remote MCP server (
https://stringers.io/mcp/{token}, toolstoday/directions/direction/data), a Claude Code plugin, an Agent Skill and a CLI. Content is in Chinese; get a token by logging in at stringers.io.
不用往终端里贴命令。那段话里有你的专属地址,长这样:
https://stringers.io/mcp/wt_xxxxxxxxxxxxxxxxxxxxxxxx
这个地址就是你的 token,别发到公开的地方。泄露了在「配置 agent」里点「换一个新地址」,旧的立刻失效。
已经有 token(登录后「配置 agent」里那个地址,/mcp/ 后面 wt_ 开头的一段),在 Claude Code 里:
/plugin marketplace add komako-workshop/stringers
/plugin install stringer@stringers
安装时会问 token。MCP 和 skill 一起装好。
agent 改不了自己的配置,或者你想自己来,按客户端加一个远程 MCP 服务器:名字 stringer,类型 Streamable HTTP,地址填上面那个。
Claude Code
claude mcp add --transport http --scope user stringer https://stringers.io/mcp/<token>
Cursor:~/.cursor/mcp.json
{ "mcpServers": { "stringer": { "url": "https://stringers.io/mcp/<token>" } } }
Codex:~/.codex/config.toml
[mcp_servers.stringer]
url = "https://stringers.io/mcp/ "
Trae / Windsurf / Cherry Studio 等:设置里添加 MCP 服务器,类型选 Streamable HTTP(或「可流式传输的 HTTP」),填地址。只认 JSON 的,用上面 Cursor 那段。
只支持本地命令(stdio)的客户端:装下面的命令行,配置成运行 stringer mcp。
| 工具 | 做什么 |
|---|---|
today | 今天的简报:头条和再看三条(评级、判断、钱、链接) |
directions | 全部方向的一行摘要,可按评级(grade="SA")或关键词(q)筛 |
direction | 一个方向的完整判断:结论、为什么这个级、钱在哪、谁在做、什么情况算判断错了、各维度证据 |
data | 直接查一个原始库(只读):lib 是库名,args 是参数;第一次查某个库先 args="schema" |
评级 = 成功率:一两个人、几个月,把它做出来并赚到钱的概率。主看窗口期(是不是刚起来)和有多赚钱(有没有校验过的实收、有几家在赚)。
S 正在爆发 · A 值得一试 · B 可能有机会 · C 值得参考(方向别照做,打法值得学) · D 希望较小 · E 不太靠谱
| 库 | 内容 |
|---|---|
indie | 独立产品经支付平台校验的真实收入(约 1.2 万个产品,逐日 / 逐月) |
forsale | 在售的小生意(Acquire / Flippa):要价、年收入、利润,卖家自填 |
appstore | App Store 115 个区的榜单、评分、评论、新上架(没有下载量和收入) |
googleplay | Google Play 30 个区:榜单、精确安装量、评分 |
macappstore | Mac App Store 20 个区的免费 / 付费榜 |
chromestore | Chrome 商店扩展:用户数、评分、收费迹象 |
shopifyapps | Shopify 应用商店:定价、评分、评论速度 |
github | GitHub ≥50 星的库约 85 万个,每天的星数,trending |
producthunt | Product Hunt 发布、票数、makers(2013 年起) |
hackernews | Hacker News 故事与分数、Show HN(2024 年起) |
metaads | Meta 广告库:谁在买量、在投多少条、落地到哪 |
googleads | Google 广告透明中心:赢家名单上的产品在不在 Google 买量 |
tiktokads | TikTok 广告库(只有投欧洲的) |
crossing | 过线名单:每天在 7 个库里算「今天刚冒头的」 |
x | X 上五个圈子(AI 创始人 / 独立开发者 / 研究员 / 美股投资人 / VC)的原创帖,也能现查 X |
各库的表、字段、口径和边界,让 agent 用 data 查 schema;数据到哪天看 stringers.io/status.html。
测试阶段免费。每个 token 每天查库 200 次,其中 X 实时查询 50 次;每次结果最多 50 行。判断层(today / directions / direction)不算在查库次数里。
我们会记下你的 agent 查了什么,以及它转述的「你这次想弄清什么」(工具的可选参数 ask,一句话、不带个人信息),用来知道大家关心什么、该补哪些数据;手机号只用来认出你。这些都不会公开。
一个 Python 文件,只用标准库。
curl -fsSL https://raw.githubusercontent.com/komako-workshop/stringers/main/cli/stringer -o ~/.local/bin/stringer && chmod +x ~/.local/bin/stringer
stringer today # 今天的简报 stringer list --grade SA # 正在爆发 / 值得一试 stringer show 043 # 一个方向的全部判断 export STRINGER_KEY=wt_… # 查库的 token(或写到 ~/.config/stringer/key;整条地址也行) stringer libs # 能查的库 stringer schema indie # 先看口径和边界 stringer indie top --min 1000 # 参数就是各库命令的参数 stringer mcp # 以 stdio MCP 跑
today / list / show / status 不要 token。
skills/stringer/SKILL.md 教 agent 怎么用这些判断:四种常见问法怎么答、评级怎么转述、什么时候去查库。接了 MCP 就够用;想让回答更稳,再装它:
skills/stringer/ 拷到 ~/.claude/skills/stringer/.cursor/rules/stringer.mdc没接 MCP 也能用:skill 会让 agent 直接读站点的公开 json(/api/today.json、/api/all.json),只是查不了库。
数字不对、某个方向判断错了、想要哪个库、哪个客户端接不上:开 issue。
本仓库代码 MIT。网站上的文章、判断和数据版权归「什么值得做」所有,引用请注明出处并附链接。