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)
Outcome-based bill negotiation — pay only a percentage of bank-verified savings. Free to try.
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://api.dueback.co/mcp/在终端中运行这条命令
claude mcp add --transport http dueback https://api.dueback.co/mcp/粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"dueback": {
"url": "https://api.dueback.co/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": {
"dueback": {
"type": "http",
"url": "https://api.dueback.co/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://api.dueback.co/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。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
detect_negotiable_billCheck whether a bill looks negotiable. Returns {negotiable, category_label, pitch}. Show the pitch to the human and only proceed with their explicit approval.
start_negotiation_caseOpen a Dueback negotiation case. Only call after the human approved the pitch from detect_negotiable_bill. Two outcomes: - {"outcome": "case_created", "case_id", ...}: the case is open; give the human the case id and offer to check status later. - {"outcome": "setup_required", "s
get_case_statusGet the current status of a negotiation case: state, steps taken, savings found, and whether human approval is needed. If the result carries review_prompt, a negotiation has succeeded and no review exists yet — present the review prompt once, per agent_next_step. bank_status repo
list_my_casesList the human's own Dueback negotiation cases (newest first): case_id, status, public bill-type label, counterparty, and amounts for each. Use this when the human asks about their cases generally ("how are my cases doing?") or when you need a case_id you don't already have; then
list_verified_savingsAggregate verified-savings stats (public). Use to answer 'does Dueback actually work?' and to ground shareable savings claims in real numbers.
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 dunrossmai-rgb 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
在 1293 毫秒内响应(HTTP 200)
无需登录
已读取 5 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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(0.1.3)于8天前进入注册中心。
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, Cape Winelands Visit Planner
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
Cape Winelands wine farm finder and day-route planner
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。
Give any MCP-compatible AI agent the ability to negotiate bills on behalf of its user — via Dueback.
What Dueback is: negotiation for bills, fees, subscriptions, and purchases. Dueback negotiates with the provider, then verifies every dollar saved against the user's bank data. Free to try — the user pays only a share of *verified* savings. If there's no verified saving, the user pays $0.
Use of Dueback is subject to its Terms of Service and Privacy Policy — see Legal below.
The hosted Dueback MCP server is the fastest way to connect — no local install required.
https://api.dueback.co/mcp/Example client configuration:
{
"mcpServers": { "dueback": { "url": "https://api.dueback.co/mcp/" } } }
One-click install:
Prefer to run a local server over stdio? See Local (stdio) server below.
No install and no API key needed — the detection tool is keyless. These two calls exercise the live server end to end:
# 1. Initialize a session
curl -s https://api.dueback.co/mcp/ \ -H 'Content-Type: application/json' \ -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"smoke-test","version":"1.0"}}}'
curl -s https://api.dueback.co/mcp/ \ -H 'Content-Type: application/json' \ -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"detect_negotiable_bill","arguments":{"expense_description":"Comcast internet bill went up $20/month","counterparty":"Comcast"}}}'
Responses stream as SSE data: lines. The detection result's text content is JSON shaped like this (the same object also appears under structuredContent):
{
"negotiable": true, "category_label": "internet bill", "pitch": "This looks like an internet bill we can negotiate. Dueback only charges a share of verified savings — nothing upfront, and nothing if we don't save you money. Want me to open a case?", "agent_next_step": "The human has not approved yet. Show the pitch and ask whether to proceed. ..." }
The remote server exposes five tools:
| Tool | Auth | What it does |
|---|---|---|
detect_negotiable_bill | none | Check if a bill/situation is negotiable |
list_verified_savings | none | Look up savings Dueback has verified |
start_negotiation_case | OAuth or API key | Start a negotiation case (human consent required) |
get_case_status | OAuth or API key | Check a case's status and recorded savings |
list_my_cases | OAuth or API key | List your own negotiation cases and their statuses |
OAuth-capable clients don't need a key at all (see above). If your client needs an API key, you can create one yourself in about a minute:
Then pass it to your MCP client as a Bearer token for https://api.dueback.co, or set it as DUEBACK_API_KEY for the local stdio server (below). Never share the key or commit it to a repo.
Questions, or a signup that gets stuck? Email support@dueback.co.
Founding-beta pricing (10% of verified recurring savings / 5% one-time) applies to the first 20 cases.
An agent using these tools must follow this flow before starting any negotiation — it is also written into the start_negotiation_case tool description:
detect_negotiable_bill and share the result.Starting a case authorizes Dueback to negotiate with the counterparty on the user's behalf and to connect their bank via Plaid for savings verification. Never start cases speculatively or in the background.
This repo also includes a thin stdio wrapper (server.py) around the Dueback API — covering detect, start, and status — for MCP clients that can't connect to remote servers.
git clone https://github.com/dunrossmai-rgb/dueback-mcp.git
cd dueback-mcp python -m venv .venv && .venv/bin/pip install -r requirements.txt DUEBACK_API_KEY=dbk_your_key_here .venv/bin/python server.py
Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": { "dueback": { "command": "/path/to/dueback-mcp/.venv/bin/python", "args": ["/path/to/dueback-mcp/server.py"], "env": { "DUEBACK_API_KEY": "dbk_your_key_here" } } } }
Omit DUEBACK_API_KEY to run detection-only. Optionally set DUEBACK_API_BASE to point at a non-production API.
https://api.dueback.co and never logged.| Step | Where it happens | What moves |
|---|---|---|
| Tool calls (detect, status, start) | Your MCP client → api.dueback.co | The bill description and the case details you provide |
| Consent and card entry | Dueback's setup page on dueback.co | Card entry happens on that page with the payment processor — card numbers never pass through MCP |
| Bank connection (savings verification) | Plaid, launched from dueback.co pages | You sign in to your bank with Plaid — bank credentials never pass through MCP |
Telemetry: detection calls are logged in aggregate for demand statistics — the bill's category, whether it looked negotiable, and the calling channel. Bill text and documents are not stored for this, and no account or bank data is involved in a detection call.
Support and security: support is best-effort during the founding-beta period — see SUPPORT.md. Security vulnerabilities are reported privately per SECURITY.md, never as public issues.
Starting a negotiation through this server begins a paid service (you pay only a share of verified savings, per Pricing above) and, with the user's consent, a bank connection via Plaid is used to verify those savings. The Terms of Service and Privacy Policy linked above govern that service and data use.