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)
Track prices & price history on any online shop, with alerts and an API
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.pricewatcha.com在终端中运行这条命令
claude mcp add --transport http pricewatcha https://mcp.pricewatcha.com粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pricewatcha": {
"url": "https://mcp.pricewatcha.com"
}
}
}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": {
"pricewatcha": {
"type": "http",
"url": "https://mcp.pricewatcha.com"
}
}
}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.pricewatcha.com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6日
注册名称已通过 GitHub 账户 pricewatcha 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(0.1.7)于2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, Reelsaw
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.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
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。
The Pricewatcha API is the Structured Product Price Intelligence Platform for developers, automation and AI Agents.
The Pricewatcha API derives from the pricewatcha.com application. It provides price tracking, alerts and product intelligence beyond the Pricewatcha dashboard. This repository documents the public HTTP API, OpenAPI schema, official SDKs, MCP server and examples. It does not contain the production web application or scrapers.
Status: Available · Version: v1 · Base URL: https://pricewatcha.com/api/v1
Interactive API keys (browser): Profile & API Keys
Optional: verify connectivity with GET https://pricewatcha.com/api/v1/health. Then pick one of the three paths below.
Use demo product IDs from the demo catalog or search the catalog:
curl -s "https://pricewatcha.com/api/v1/products/demo_iphone_15_pro"
curl -s "https://pricewatcha.com/api/v1/search?q=iphone+15&limit=10"
Search is case-insensitive token AND (all terms must appear; word order does not matter). Results include the full Pricewatcha catalog, not only URLs submitted via POST /track. Use product_id from search for product and price-history endpoints (prod_* or demo_*).
curl -s -X POST "https://pricewatcha.com/api/v1/track" \
-H "Content-Type: application/json" \ -d '{"url": "https://www.backmarket.de/de-de/p/example-product"}'
curl -s "https://pricewatcha.com/api/v1/products/{productId}/price-history"
POST /track returns HTTP 200 with a bounded server-side long-poll (~25s). Use product_id from the response for price history. Optional: send Authorization: Bearer pwk_live_… for higher track, search and product-read quotas.
Fast shops return status: "completed" with the full product in one call. Slow shops return status: "running" with a job_id. Poll GET https://pricewatcha.com/api/v1/jobs/{jobId} until the job is completed or failed. More detail: Async track & poll.
Create a key in Profile & API Keys, then:
curl -s -X POST "https://pricewatcha.com/api/v1/alerts" \
-H "Authorization: Bearer pwk_live_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{ "product_id": "prod_a1b2c3d4e5", "notify_on_drop": true, "min_threshold_price": 500.00, "webhook_url": "https://your-n8n-instance.com/webhook/abc", "notify_email": true }'
For authentication and data boundaries, see Authentication and Data boundaries.
No credential required for catalog search, product detail, price history and async track/poll. Without a key those endpoints use anonymous rate limits. Send an API key to use the higher per-account track, search and product-read quotas.
Protected API v1 endpoints (alerts, webhooks, authenticated track callbacks) use:
Authorization: Bearer pwk_live_…
| Credential | Format | When to use |
|---|---|---|
| API key | pwk_live_… | Recommended for scripts, agents, n8n and server integrations. Create in Profile & API Keys. |
| Login session token | JWT from POST https://pricewatcha.com/api/auth/login | Website UI and headless key bootstrap only |
Do not use the login session token for alerts, webhooks or other API v1 calls once you have an API key.
See Access model for which routes are public vs authenticated.
Log in and open Profile & API Keys to create and manage API keys in your browser. The full secret is shown once at creation.
For agents without a browser, use headless key bootstrap below.
Using your key on protected endpoints:
curl -s -X POST "https://pricewatcha.com/api/v1/alerts" \
-H "Authorization: Bearer pwk_live_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"product_id": "prod_a1b2c3d4e5", "notify_on_drop": true}'
If an agent must obtain API credentials without a browser, authenticate once with the same email and password as on the website, create an API key, then use pwk_live_… for all further calls. This is not a separate agent login: it is the normal Pricewatcha account login exposed as an HTTP endpoint.
POST https://pricewatcha.com/api/auth/login accepts JSON email and password and returns a short-lived access_token (login session token). The Developer page login modal calls the same endpoint; in a script or agent you call it directly with curl or your HTTP client.
POST https://pricewatcha.com/api/auth/register).access_token only to create keys; for alerts and webhooks use the pwk_live_… key from step 2.Step 1: Login
curl -s -X POST "https://pricewatcha.com/api/auth/login" \
-H "Content-Type: application/json" \ -d '{"email": "you@example.com", "password": "YOUR_PASSWORD"}'
Response (HTTP 200), AuthResponse:
access_token (string): login session token (JWT)token_type (string): always "bearer"user (object): id (string, UUID), email (string), email_verified (boolean){
"access_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...", "token_type": "bearer", "user": { "id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890", "email": "you@example.com", "email_verified": true } }
Send the token as Authorization: Bearer in step 2. Session tokens expire; do not store them as the long-term credential for an agent.
Step 2: Create API key
curl -s -X POST "https://pricewatcha.com/api/keys" \
-H "Authorization: Bearer ACCESS_TOKEN_FROM_STEP_1" \ -H "Content-Type: application/json" \ -d '{"name": "agent bootstrap"}'
Response (HTTP 200), CreateApiKeyResponse:
id (integer): key IDname (string): label from the requestkey_prefix (string): first 12 characters of the key (for display)key (string): full secret; returned only on create, not on listis_active (boolean)created_at (string, ISO 8601 datetime)last_used_at (string or null)revoked_at (string or null){
"id": 42, "name": "agent bootstrap", "key_prefix": "pwk_live_ab", "key": "pwk_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx", "is_active": true, "created_at": "2026-05-27T14:30:00.123456", "last_used_at": null, "revoked_at": null }
Store key securely. Use it on alerts, webhooks and other protected API v1 endpoints, not the session token from step 1.
| Method | Path | Auth | Description |
|---|---|---|---|
GET | /api/v1/health | - | Health check |
GET | /api/v1 | - | Discovery and disclaimer |
POST | /api/v1/track | - | URL ingestion (long-poll) |
GET | /api/v1/jobs/{jobId} | - | Job status |
GET | /api/v1/products/{productId} | - | Product intelligence |
GET | /api/v1/products/{productId}/price-history | - | History and trend |
GET | /api/v1/search?q= | - | Keyword search (limit max 200) |
GET | /api/v1/openapi.json | - | Live OpenAPI 3.1 |
POST | /api/auth/login | - | Login (short-lived session token) |
POST | /api/keys | Session token | Create API key |
GET / DELETE | /api/keys … | Session token or key | List / revoke keys |
* | /api/v1/alerts … | API key | Price alerts |
* | /api/v1/watchlist / …/watch | API key | Continuous price watchlist |
* | /api/v1/webhooks … | API key | Webhook subscriptions |
Machine-readable contract: openapi/openapi.yaml · Live: GET https://pricewatcha.com/api/v1/openapi.json
The following limits apply and may change without notice.
| Class | Endpoint | Anonymous | Authenticated (API key) |
|---|---|---|---|
| Track (concurrent) | POST /track | ~2 in-flight jobs | ~4 in-flight jobs |
| Track (burst) | POST /track | ~10 jobs / 60s | ~20 jobs / 60s |
| Track (hourly) | POST /track | ~40 jobs / hour | ~120 jobs / hour |
| Track (daily) | POST /track | ~80 jobs / day | ~400 jobs / day |
| Job poll | GET /jobs/{id} | ~40 req/min per client | same |
| Search (burst) | GET /search | ~20 req / 60s | ~40 req / 60s |
| Search (hourly) | GET /search | ~60 req / hour | ~180 req / hour |
| Search (daily) | GET /search | ~200 req / day | ~1000 req / day |
| Read (burst) | /products, /price-history | ~60–120 req/min per client | ~240 req / 60s |
| Read (hourly) | /products, /price-history | ~180 req / hour | ~540 req / hour |
| Read (daily) | /products, /price-history | ~600 req / day | ~3000 req / day |
| Health | /health and / | Unlimited | Unlimited |
Send Authorization: Bearer pwk_live_… on POST /track, GET /search, or product reads to use the authenticated tier. Those endpoints remain available without a key at the anonymous limits.
Client identity: anonymous limits are keyed by client IP. Behind Cloudflare the API prefers
CF-Connecting-IPoverX-Forwarded-Forso edge proxy IPs are not treated as distinct clients. The hosted MCP server forwards a stableX-Pricewatcha-Client-Id(OAuth token hash, else connecting-IP hash) with a shared proxy secret so MCP callers are not all bucketed under one egress IP. Authenticated track, search and product-read quotas are keyed by account (owner_id), not IP.
Monitor
X-RateLimit-Remainingand honor429with exponential backoff.X-RateLimit-Policynames which window the headers refer to (track,track_hourly,track_daily,track_concurrent,job_read,search,search_hourly,search_daily,read,read_hourly, orread_daily).
Track quotas are counted from persisted jobs (api_track_jobs by client key or account), so they apply across multiple app instances. A long-poll that holds the HTTP connection for ~25s still counts as one track job when created — sequential tracks spaced farther apart than 60s will not trip the burst window, but hourly/daily and concurrent caps still apply.
Agents should prefer: start track → poll GET /jobs/{id} with backoff (not every 1–2s) → read product/history once complete. Retrying POST /track with the same URL while that job is still queued/processing reuses the existing job and does not consume another concurrent slot. Jobs left queued/processing longer than the scrape timeout (default 600s) are failed so slots cannot leak across deploys.
Search and product-read quotas are in-memory per app instance (not shared across Railway replicas the way track jobs are). Authenticated callers still get the higher per-account windows. Polling the same catalog queries on a short interval will still trip the hourly/daily search windows.
Exact numbers may change without notice (env overrides: API_V1_TRACK_*, API_V1_TRACK_AUTH_*, API_V1_JOB_READ_*, API_V1_READ_*, API_V1_READ_AUTH_*, API_V1_SEARCH_*, API_V1_SEARCH_AUTH_*).
When rate limiting is active, responses may include:
| Header | Description |
|---|---|
X-RateLimit-Limit | Maximum requests in the window |
只显示了开头部分;其余内容请在仓库中阅读