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)
16 AI-native tools with dual SSE + streamable-http transport. Free tier available.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.kael.ink/mcp/sse在终端中运行这条命令
claude mcp add --transport sse kael https://www.kael.ink/mcp/sse粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"kael": {
"url": "https://www.kael.ink/mcp/sse"
}
}
}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": {
"kael": {
"type": "sse",
"url": "https://www.kael.ink/mcp/sse"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://www.kael.ink/mcp/sse菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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8日
注册名称已通过 GitHub 账户 dreamingms 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.3.0)于8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, Tethered Trust
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.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
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。
AI-native tools for agents — use cheap compute for web, DNS, WHOIS, screenshots, extraction, and sandboxed code execution instead of spending model tokens on guesswork.
Kael is for tasks where an agent needs fresh external data, structured output, or real execution — not another paragraph of reasoning.
LLMs are expensive at:
Kael turns those jobs into real tools with JSON output.
Use Kael MCP when your agent needs:
Do not use Kael MCP when:
web_fetch — URL → clean readable markdown/textweb_search — real-time search resultshtml_extract — HTML/page content → structured datascreenshot — webpage → PNG screenshotpdf_extract — PDF → extracted texturl_unshorten — resolve shortened links safelydns_lookup — A, AAAA, MX, TXT, NS, CNAME, SOA, SRV recordswhois — domain registration dataip_geo — IP geolocation and network infocode_run — execute JavaScript, Python, or Bash in a sandboxtext_diff — compare text versionsjson_query — query/filter JSON datahash_text — compute common hashes| Tool | Use when | Avoid when |
|---|---|---|
web_fetch | You need readable page content for summarization or downstream extraction | You need pixel-perfect rendering or JS-heavy interaction |
web_search | You need fresh discovery across the web | You already know the exact URL |
html_extract | You need tables, lists, metadata, or page structure as data | Plain cleaned text is enough |
screenshot | You need visual verification, layout evidence, or image output | Text content alone is enough |
dns_lookup | You need factual DNS records now | Static knowledge is acceptable |
whois | You need domain ownership/registration details | DNS records alone answer the question |
ip_geo | You need IP location/ASN/ISP context | You only need DNS or hostname resolution |
code_run | You need actual execution, parsing, transformation, or calculation | The task is simple enough to do directly in-model |
pdf_extract | The source is a PDF and you need text back | The source is already HTML/text |
url_unshorten | You need to inspect where a short link resolves | You already trust and know the final URL |
text_diff | You need a concrete change set between two texts | You just need a summary |
json_query | You need to filter/reshape JSON before reasoning | The JSON is already tiny and easy to inspect |
hash_text | You need a deterministic fingerprint/checksum | Semantic comparison matters more than exact bytes |
Kael supports two MCP transports:
| Transport | URL | Best for |
|---|---|---|
| SSE | https://www.kael.ink/mcp/sse | Broad client compatibility |
| Streamable HTTP | https://www.kael.ink/mcp/stream | Newer clients, simpler connection model |
Use SSE if your client doesn't specify a preference. Use streamable-http if your client supports the 2025-03-26+ MCP protocol version.
Health check:
https://www.kael.ink/mcp/health
Add this to claude_desktop_config.json:
{
"mcpServers": { "kael-tools": { "url": "https://www.kael.ink/mcp/sse" } } }
Or use streamable-http if your Claude Desktop version supports it:
{
"mcpServers": { "kael-tools": { "type": "streamable-http", "url": "https://www.kael.ink/mcp/stream" } } }
Add Kael as a remote MCP server:
claude mcp add kael-tools --transport sse https://www.kael.ink/mcp/sse
Or add to .claude/settings.json:
{
"mcpServers": { "kael-tools": { "type": "sse", "url": "https://www.kael.ink/mcp/sse" } } }
Good first checks in Claude Code:
dns_lookup for example.com MX recordsweb_fetch on a live page and summarize itExample evaluator prompt:
Use the
dns_lookuptool from the Kael MCP server to get MX records for example.com, then useweb_fetchon https://modelcontextprotocol.io and give me a short summary.
Why this is a good Claude Code test:
For deeper integration — including CLAUDE.md instructions, hook examples for tool routing, and project-specific patterns — see Claude Code Integration Guide.
Useful for quick validation before wiring Kael into a larger agent stack:
npx @modelcontextprotocol/inspector
Then connect to:
https://www.kael.ink/mcp/sse
If your runtime or editor lets you add a remote MCP server by URL, use one of:
| Transport | URL |
|---|---|
| SSE | https://www.kael.ink/mcp/sse |
| Streamable HTTP | https://www.kael.ink/mcp/stream |
Adoption-friendly rule of thumb:
kael-toolsdns_lookup or web_fetchExample generic config shape (SSE):
{
"mcpServers": { "kael-tools": { "url": "https://www.kael.ink/mcp/sse" } } }
Example generic config shape (streamable-http):
{
"mcpServers": { "kael-tools": { "type": "streamable-http", "url": "https://www.kael.ink/mcp/stream" } } }
This same pattern is typically what you want in MCP-capable editors and agent runtimes such as Cursor, Cline, OpenCode, and similar tools that accept remote MCP servers.
import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { SSEClientTransport } from "@modelcontextprotocol/sdk/client/sse.js";
const transport = new SSEClientTransport( new URL("https://www.kael.ink/mcp/sse") );
const client = new Client({ name: "my-agent", version: "1.0.0" }); await client.connect(transport);
const tools = await client.listTools(); console.log(tools.tools.map(t => t.name));
const dns = await client.callTool({ name: "dns_lookup", arguments: { domain: "example.com", type: "MX" } });
console.log(dns.content);
import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp.js";
const transport = new StreamableHTTPClientTransport( new URL("https://www.kael.ink/mcp/stream") );
const client = new Client({ name: "my-agent", version: "1.0.0" }); await client.connect(transport);
const tools = await client.listTools(); console.log(tools.tools.map(t => t.name));
If you are evaluating whether Kael is worth adding to your stack, use this order:
https://www.kael.ink/mcp/healthhttps://www.kael.ink/mcp/sse (or https://www.kael.ink/mcp/stream for streamable-http)dns_lookup or web_fetchThat keeps evaluation cheap and makes failures obvious early.
Ask your model to use web_fetch when:
Example prompt:
Fetch the pricing page with
web_fetch, then summarize the plans and highlight any usage limits.
Ask your model to use dns_lookup when:
Example prompt:
Use
dns_lookupto inspect MX and TXT records for example.com and tell me whether email appears configured.
Ask your model to use html_extract when:
Example prompt:
Load the page, extract the product table with
html_extract, then compare the plans.
Ask your model to use code_run when:
Example prompt:
Use
code_runin Python to normalize this CSV and return the cleaned JSON.
These are abbreviated examples so builders can sanity-check the shape of Kael results before integrating it into an agent loop.
dns_lookup{
"domain": "example.com", "type": "MX", "answers": [ { "exchange": "mx.example.com", "priority": 10 } ] }
Useful when you want:
listToolsweb_fetch{
"url": "https://example.com/pricing", "title": "Pricing", "content": "# Pricing\n\nStarter ...\nPro ...", "contentType": "text/markdown" }
Useful when you want:
html_extract{
"url": "https://example.com", "headings": ["Overview", "Pricing"], "links": [ { "text": "Docs", "href": "https://example.com/docs" } ], "tables": [ { "rows": [ ["Plan", "Price"], ["Starter", "$9"] ] } ] }
Useful when you want:
code_run{
"language": "python", "stdout": "[{\"name\":\"alice\",\"score\":42}]", "stderr": "", "exitCode": 0 }
Useful when you want:
These are short prompts you can drop into Claude, Cursor, or another MCP-capable agent to verify that Kael is wired correctly and useful for real work.
Use
web_searchto find the official homepage for Model Context Protocol, then useweb_fetchon the best result and give me a 5-bullet summary.
Why this is a good test:
List the tools available from the Kael MCP server, then run
dns_lookupfor example.com MX records andweb_fetchon https://modelcontextprotocol.io. Return the raw tool findings first, then a short summary.
Why
只显示了开头部分;其余内容请在仓库中阅读