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)
Vet link sources before you submit, verify listings, and audit your backlinks for link spam.
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。
GLASSER_API_KEY, AISA_API_KEY, GOANYAPI_API_KEY, BACKLINK_GUARD_STATE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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"backlink-guard": {
"command": "uvx",
"args": [
"backlink-guard",
"mcp"
],
"env": {
"GLASSER_API_KEY": "your-value",
"AISA_API_KEY": "your-value",
"GOANYAPI_API_KEY": "your-value",
"BACKLINK_GUARD_STATE": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add backlink-guard --env GLASSER_API_KEY=your-value --env AISA_API_KEY=your-value --env GOANYAPI_API_KEY=your-value --env BACKLINK_GUARD_STATE=your-value -- uvx backlink-guard mcp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": {
"backlink-guard": {
"command": "uvx",
"args": [
"backlink-guard",
"mcp"
],
"env": {
"GLASSER_API_KEY": "your-value",
"AISA_API_KEY": "your-value",
"GOANYAPI_API_KEY": "your-value",
"BACKLINK_GUARD_STATE": "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": {
"backlink-guard": {
"type": "stdio",
"command": "uvx",
"args": [
"backlink-guard",
"mcp"
],
"env": {
"GLASSER_API_KEY": "your-value",
"AISA_API_KEY": "your-value",
"GOANYAPI_API_KEY": "your-value",
"BACKLINK_GUARD_STATE": "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。
BACKLINK_GUARD_STATE env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。
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
注册名称已通过 GitHub 账户 zhuyansen 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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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:GLASSER_API_KEY, AISA_API_KEY, GOANYAPI_API_KEY
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)。
GitHub 仓库最后更新于–,最新版本(0.11.2)于7天前进入注册中心。
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)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, SuperCollider
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
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。
Check a link source before you submit to it, the link after it goes live, and your own backlinks for link spam.
⭐ 37 of 40 Ahrefs-marked spam sites kept from "submit", on 100 sites it had never seen · on PyPI, the official MCP Registry and skills.sh
Quick start · How well it works · Where to be · Competitors · AI answers · Keys · Agents and MCP · 中文说明
Find the pages your searchers already land on, the sites that link to your competitors and not to you, the sites Google's AI Overviews cite for your keywords, and what AI assistants answer when asked for what you make; check a link source before you submit your site to it, check the link after it goes live, look at your own backlink profile for the patterns Google calls link spam, and find the links that point at pages of yours that are gone or redirect badly.
Most backlink tools help you send more. This one tells you where not to send, and when to slow down.
uvx backlink-guard vet mcpservers.org turbo0.com navi.tools producthunt.com clawhomepage.com
uv's uvx runs it straight from PyPI, with nothing to install; uvx backlink-guard@latest … picks up a new release. To keep a backlink-guard command installed: pip install backlink-guard (or uv tool install backlink-guard). Python 3.10 or newer, no dependencies. With no key it reads the sites' own pages, for free (--free asks for just that). The keys (GoAnyAPI, and Glasser or AIsa) add rating, visits, Google's index and spam scores: about $0.17 for one site and $0.46 for thirty, so check the sites you are considering in one run.
Checked with both keys on 2026-10-13 and 14:
| Site | Action | Verdict | Risk | Link policy | Value | Rating | Visits a month | Spam score | Why |
|---|---|---|---|---|---|---|---|---|---|
| mcpservers.org | 🆓 free only | ✅ ok | 1 | ⚠️ sells followed links | high | 71 | 715,667 | 12 | – |
| turbo0.com | 🆓 free only | ⚠️ caution | 4 | ⚠️ sells followed links; asks for a link back | medium | 81 | 2,218 | 5 | A high rating with almost no visitors: the rating comes from links, not readers; It lost most of its Google search traffic in the last year and has not won it back |
| navi.tools | ⛔ skip | ⛔ avoid | 3 | – | none | – | – | – | The domain is parked or for sale |
| producthunt.com | ✅ submit | ✅ ok | 0 | – | high | 91 | 4,339,954 | 6 | – |
| clawhomepage.com | 💤 low value | ✅ ok | 0 | – | low | 16 | 55 | 16 | – |
Action is what to do with the site: skip, look first, free only, low value or submit. It reads three answers that are also shown apart. Link policy: what a link there would mean under Google's link spam policies, one finding being enough; mcpservers.org sells followed links, so list there for free and never pay. Value: what a listing can bring, which is the site's reach, or none when nobody can reach it (dead, parked, dropped by Google, a shortener, a network page). The verdict weighs every finding: one avoid finding makes avoid, and caution takes two caution findings. Risk is 3 for each avoid finding and 1 for each caution. A site its own pages put at avoid, like navi.tools, gets no paid check.
Every finding comes with the text or the numbers it was read from:
turbo0.com — ⚠️ A high rating with almost no visitors: the rating comes from links, not readers. *rating 81, about 2,218 visits a month.* ⚠️ It asks for a link or badge back as a condition. *"Free $0 … Backlink to our site is required."* (Google: Excessive link exchanges, or requiring a link as part of an arrangement)
Sites that share a page template or an analytics or ads account, with each other or with sites from an earlier check on the same machine, are flagged as one operator's. When most of them have something else against them and the shared spam-link list lacks them, the report ends with a link to a filled-in report for that list; nothing is sent until you submit it.
The rules were chosen on 100 sites they had never seen (2026-10-16): 40 that Ahrefs marks SPAM and 60 it does not.
| 0.4.1 rules | 0.6 | |
|---|---|---|
| SPAM sites flagged | 38 of 40 | 28 of 40 |
| Normal sites flagged | 46 of 60 | 21 of 60 |
| SPAM sites with the action "submit" | – | 3 of 40 |
Nine tests, with their data and what each changed: docs/validation.md.
A link is first a way in for visitors. A page that ranks for your keyword already gets the people looking for what you make, so a mention there is the most relevant link there is.
python -m backlink_guard find "claude skills" "claude code skills" "agent skills" --site agentskillshub.top
| Keyword | Searches a month (US) | Difficulty |
|---|---|---|
| claude skills | 40,500 | 27 |
| claude code skills | 12,100 | 30 |
| agent skills | 8,100 | 38 |
| Page | Kind | Ranks | Visitors from these searches | What to do |
|---|---|---|---|---|
| The Claude "Skills" Feature (medium.com) | article | #3 claude skills; #1 claude code skills | about 7,795 | Offer the author what the page lacks |
| Claude can now use Skills (r/ClaudeAI) | community | #2 claude skills | about 6,399 | Answer where it helps; the visitors are the value |
| addyosmani/agent-skills (GitHub) | repo | #1 agent skills | about 2,236 | An integration or a pull request, not a link request |
| Best Claude Skills in 2026 (opxskills.com) | list | #10 claude skills | about 972 | Ask to be added |
| ClaudeSkills, the curated library (claudeskills.com) | directory | #8 claude code skills | about 399 | Submit, after vet says it is worth it |
| agent-skills · GitHub Topics | directory | #9 agent skills | about 219 | Add the agent-skills topic to your repository |
Three keywords, 30 results each: $0.027 on 2026-10-14. Visitors are monthly searches times the share of clicks a position usually gets, a size and not a count. --vet then vets the directories and article sites it found; pages on GitHub, Medium, YouTube or Reddit are judged by the page and its author, not the platform.
The sites that already write about your competitors are the ones to tell about what you make. For each competitor, competitors lists the referring domains first seen in the last 7 days (the ones already linking to you left out), then the sites that link to two or more of the competitors and not to you, the link intersect. Each comes with a page that links, what kind of page it is and what can honestly be done there.
backlink-guard competitors yoursite.example --vs competitor-a.example competitor-b.example competitor-c.example
### competitor-a.example: 941 new referring domains; 1 already link to you, left out
| Site | Rank | First seen | Linking page | Kind |
|---|---|---|---|---|
| agenthub.example | 195 | 2026-10-19 | Skill install and guide | article |
| toolsdir.example | 23 | 2026-10-16 | Agent Skills Marketplace | directory |
## Sites linking to two or more of them, not to you
| Site | Links to | Rank | First seen | Linking page | Kind |
|---|---|---|---|---|---|
| compare.example | competitor-a.example, competitor-b.example | 25 | 2026-10-09 | Best Claude skills marketplaces compared | list |
| indies.example | competitor-b.example, competitor-c.example | 51 | 2026-05-18 | Competitor B, made by indies | directory |
Left out, and named at the end: the sites on the shared spam-link list, the links that score 50 or more for spam (every row carries the score), and three or more sites whose linking pages share one title, one network's template, with a filled-in report for the list. On 2026-10-20, 86 of one competitor's 100 newest referring domains were such pages. Rank is what the site's links pass to the competitor, on the backlink index's 0 to 1,000 scale; first seen is when its crawler found the link.
The intersect is one call: the domain intersection in its partial mode returns the domains linking to at least two of the sites given (its page says all of them; tried live, it is two or more). About $0.025 a call, 2N + 2 calls for N competitors: three competitors cost $0.20 on 2026-10-20. --max-usd caps a run ($0.30 unless set): a call is made only while its estimate still fits, answers cached in the last 7 days are free, and the report names what the cap left out. Vet a site before you spend time on it; never pay for a followed link.
Sorted by when the backlink inde
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