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)
X feedback discovery, noise-reduced query planning, signal filtering, and AI handoffs.
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://mcp.kgninja.dev/mcp在终端中运行这条命令
claude mcp add --transport http hyperxosist-agent https://mcp.kgninja.dev/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"hyperxosist-agent": {
"url": "https://mcp.kgninja.dev/mcp"
}
}
}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": {
"hyperxosist-agent": {
"type": "http",
"url": "https://mcp.kgninja.dev/mcp"
}
}
}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://mcp.kgninja.dev/mcp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7日
注册名称已通过 GitHub 账户 KG-NINJA 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(2.5.1)于4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, Signoff
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.
Five gates that make an agent's 'done' provable: run them, read the verdict, audit the record.
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。
Agent-first toolkit and Remote MCP server for noise-reduced X (Twitter) search planning and Feedback-to-Fix engineering handoffs. It generates structured search plans and official X search URLs for humans and AI agents. The planning and synthetic demonstration workflow does not directly scrape X. Optional Grok Build mode is default off.
| Live demo | https://kg-ninja.github.io/HyperXosist-Agent/ |
| Repository | https://github.com/KG-NINJA/HyperXosist-Agent |
| Agent entry | https://kg-ninja.github.io/HyperXosist-Agent/llms.txt |
| CLI | npx hyperxosist plan "…" --json |
| Version | 2.6.0 |
日本語の要点: X 公式検索用クエリを組み立てる静的ツールです。人間UIとAgentのplanning / filtering / handoffは無料。production executionのみx402支払い対象です。検索結果の埋め込みや自動投稿はしません。
HyperXosist-Agent helps an AI agent turn a research intent into a structured search plan, an official X search URL, supplied-feedback filtering results, and a Signal-to-Fix engineering handoff. It is a planning and handoff layer: it does not claim to scrape X directly, publish posts, or deploy code automatically.
Free capabilities include MCP discovery, planning, filtering, structured handoff, and local dry-run workflows. Automated production use of generated search URLs and external collection use the existing x402 endpoint and return HTTP 402 until valid payment proof is supplied. Payment requirements are published at payment-options.json.
Agents must follow the applicable user or operator payment policy. They must not request private keys, seed phrases, wallet secrets, or sensitive user data. If a wallet requires human approval, the agent should ask the operator to review and approve the transaction, then retry the same request with valid x402 payment proof.
Raw X advanced search is powerful but easy to get wrong (spam, engagement bait, overlong excludes, one-angle keyword guesses). HyperXosist gives you:
Discover → Plan → Score gate → Pay (x402) → Collect → Self-heal → Keep-filter → Grok Build / Handoff → Remember
x.com/search with a built querylocalStorage onlyfrom / to / @ / OR groups / hashtags / url: / engagement floors / media & reply filters / raw fragment#s=...bin/hyperxosist.js — shell agents get --json plan / dispatch / keep / handoffexportKeepOnlyJson — keep-only machine export for any coding agentplanFromIntent / multi-angle missionsscoreQuery before spending $0.01 per paid callsuggestRefinements when results are empty or noisybuildSignalToFixPipeline → full linked loop into Signal-to-Fix (humans: free UI steps; agents: x402)buildHandoffPackage → Signal-to-Fix keep-only PR handoff packagesignal-to-fix-pipeline.jsonbuildAgentPrompt — model-agnostic one-small-change implementation promptexportNoiseCatalog / noise.extraTermscreateGrokBuildSession / buildGrokBuildPrompt (default off)agent-tools.json — OpenAI-compatible tools (portable to Claude/Grok/Llama runtimes)llms.txt + AGENTS.md multi-LLM discovery docsCtrl+Enter / Ctrl+Shift+Enter.Local UI:
git clone https://github.com/KG-NINJA/HyperXosist-Agent.git
cd HyperXosist-Agent npm run serve
Discovery order
Any runtime in 3 lines
const HyperXosistAgent = require('hyperxosist-agent'); // or ./agent-api.js
// 1) Register tools with your model runtime const tools = HyperXosistAgent.toOpenAITools(); // or toAnthropicTools()
// 2) When the model calls a tool — one dispatcher for all shapes const { ok, result } = HyperXosistAgent.dispatchToolCall(name, args);
Shell / CLI (no embed)
npm run cli -- plan "Find product feedback about Acme for PR specs" --json
One call (library sticky loop)
// Node
const HyperXosistAgent = require('./agent-api.js');
const session = HyperXosistAgent.startAgentSession({ intent: 'Find product feedback about Acme for PR specs' });
const step = session.plan.primaryStep; if (step.score.recommendPay) { const paid = step.paidRequest; // POST paid.body → paid.endpoint // expect HTTP 402 until x402 payment proof, then 200 // after authorization, open step.searchUrl and collect post texts }
const keepOnly = HyperXosistAgent.exportKeepOnlyJson( ['...candidate posts...'], { productName: 'Acme' } ); // → keepOnly.texts / keepOnly.signalToFixInput / keepOnly.agentPrompt
const handoff = HyperXosistAgent.buildHandoffPackage({ productName: 'Acme', feedback: ['...candidate posts...'] }); // → handoff.signalToFix.input into Signal-to-Fix (keep-only only) // → handoff.grokBuild.prompt for Grok Build
// Grok Build path const grok = HyperXosistAgent.createGrokBuildSession( 'Grok Build code improvement for Acme', { product: 'Acme', targetArea: 'auth' } ); const prompt = HyperXosistAgent.buildGrokBuildPrompt({ productName: 'Acme', targetArea: 'auth', feedback: ['login button does nothing on Safari'] }); // → paste prompt.markdown into Grok Build
CLI dry-run (no payment, no network required for planning)
npm test
npm run quickstart
The GitHub Pages site feature-detects document.modelContext.registerTool(...) and exposes four Site Tools in compatible browser environments.
Free, local, and read-only:
hyperxosist_search_planhyperxosist_filter_signalshyperxosist_build_handoffPaid production boundary:
hyperxosist_execute — x402 v2 production execution through https://api.kgninja.dev/hyperxosist-queryThe first call omits paymentSignature and returns the server's PAYMENT-REQUIRED requirements. A compatible wallet or facilitator authorizes the payment; the caller then retries with the opaque PAYMENT-SIGNATURE value and confirmPayment: true. The site does not create, request, store, log, or echo private keys, seed phrases, or wallet passwords.
The paid tool is marked consequential and non-idempotent. Clients must not auto-retry a confirmed payment call. Browsers without WebMCP support continue to use the normal human UI unchanged.
The shared MCP core contains the same economic boundary as WebMCP:
hyperxosist_execute, which forwards an explicitly confirmed x402 request to the existing payment Worker.# Local stdio for Cursor, Claude Code, and compatible clients
npm run mcp
HYPERXOSIST_MCP_TOKEN="replace-me" npm run mcp:remote
Public production Remote MCP:
https://mcp.kgninja.dev/mcphttps://mcp.kgninja.dev/healthhyperxosist_search_plan, hyperxosist_filter_signals, hyperxosist_build_handoffhyperxosist_execute: implemented and tested in the repository, but requires an explicit production Cloudflare Worker deployment before the public Remote MCP advertises itMerging this repository does not deploy the Cloudflare Worker. Until that manual deployment occurs, the live Remote MCP remains the three-tool free service. The WebMCP paid tool is independent of that deployment and calls the already-live x402 endpoint directly.
The existing x402 route is the only verifier and settlement boundary. MCP and GitHub Pages never create or verify payment proofs. Remote MCP telemetry must not log request content or PAYMENT-SIGNATURE; settlement analytics remain authoritative in the x402 Worker.
npm run openai:remote-check
npm run test:tool-selection npm run test:paid-execution npm run test:webmcp
See MCP setup and security, Remote MCP Worker deployment, and ChatGPT App preparation.
Demonstrates the full local path from search intent → keep filter → Signal-to-Fix handoff → coding-agent prompt without network access:
npm run agent-handoff-dryrun -- HyperXosist-Agent
What it does (all offline):
filterKeepSignals (keep vs discard)buildHandoffPackageImportant: this is a local dry-run. It doe
只显示了开头部分;其余内容请在仓库中阅读