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)
Save and query market signals from your AI conversations.
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。
Authorization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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"vantage": {
"command": "npx",
"args": [
"-y",
"@cavendo-ai/vantage-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http vantage https://vantage.cavendo.ai/mcp --header 'Authorization: your-value'claude mcp add vantage -- npx -y @cavendo-ai/vantage-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": {
"vantage": {
"url": "https://vantage.cavendo.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"vantage": {
"command": "npx",
"args": [
"-y",
"@cavendo-ai/vantage-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": {
"vantage": {
"type": "http",
"url": "https://vantage.cavendo.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"vantage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cavendo-ai/vantage-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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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 Cavendo-AI 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。
你需要填写:Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.1.1)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:↓ 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.
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。
Track what you're seeing. Use it later.
Vantage is a personal signal store for AI-native work — a place to capture and query the things you notice across the web.
A post on X. A thread on LinkedIn. An insight from an article. A competitor move. Instead of losing it across tabs, screenshots, and notes, you save it — and use it later.
Your AI tools don't share memory.
Vantage fixes that.
Save signals once, and access them anywhere you have an MCP-compatible client — across Claude, Cursor, and other supported tools.
Example:
"Save this as a signal"
"What have I saved about pricing?"
"Show me signals from Lemkin"
Vantage is a simple way to keep track of what you're seeing — so your AI can actually use it later.
Sign up at vantage.cavendo.ai. Connect to Claude or another supported client. Start capturing.
Takes about 2 minutes. No install required.
npm install
npm run dev
PORT=YOUR_PORT npm run dev
curl -X POST http://localhost:3020/api/auth/keys \ -H 'Content-Type: application/json' \ -d '{"name": "my-key"}'
The first API key can be created from localhost without auth. If you're bootstrapping a fresh remote deployment, set VANTAGE_BOOTSTRAP_TOKEN on the server and send the same value in the X-Vantage-Bootstrap-Token header on that first request. The API key is returned as data.key in the JSON response.
Capture your first signal:
curl -X POST http://localhost:3020/api/signals \
-H 'Content-Type: application/json' \ -H 'Authorization: Bearer vtg_YOUR_KEY_HERE' \ -d '{ "signalType": "post", "platform": "x", "content": "Every SaaS company will need an agent layer within 18 months.", "topics": ["AI Agents", "SaaS"], "importance": "high" }'
Vantage includes an MCP server with 13 tools for use with Claude, Claude Code, Cursor, or any MCP-compatible client.
If you want to use the bundled stdio MCP server directly, install its dependencies too:
cd mcp-server
npm install cd ..
claude mcp add vantage --transport http "http://localhost:3020/mcp" --header "Authorization: Bearer vtg_YOUR_KEY"
For manual testing, note that /mcp is a streamable HTTP endpoint. MCP clients handle the response format automatically, but ad hoc curl calls need to be prepared for stream-oriented responses rather than a simple JSON-only request/response flow.
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": { "vantage": { "command": "node", "args": ["/path/to/vantage/mcp-server/src/index.js"], "env": { "VANTAGE_API_URL": "http://localhost:3020", "VANTAGE_API_KEY": "vtg_YOUR_KEY_HERE" } } } }
| Tool | What it does |
|---|---|
capture_signal | Save a post, article, quote, or discussion. Auto-creates sources and topics. |
search_signals | Full-text search with filters — platform, topic, date range, importance. |
list_recent_signals | Latest signals feed. |
get_signal | Full detail on a specific signal. |
manage_source | Create or update a person/account you're tracking. |
list_sources | See everyone you're tracking with signal counts. |
manage_topic | Create or update a topic/theme. |
list_topics | All topics with signal counts. |
manage_collection | Group signals into named collections. |
set_business_context | Upload strategy docs for comparison. |
analyze_signals | Assemble signals + context for analysis. |
get_dashboard | Summary — counts, top topics, top sources, highlights. |
save_analysis | Persist an analysis for later reference. |
Most API requests require Authorization: Bearer vtg_YOUR_KEY.
Exceptions:
GET /healthPOST /api/auth/keys for first-key bootstrap from localhost, or from a remote client that supplies a valid X-Vantage-Bootstrap-Token| Method | Endpoint | Description |
|---|---|---|
| POST | /api/signals | Create a signal |
| GET | /api/signals | List signals with filters |
| GET | /api/signals/search?q=query | Full-text search |
| GET | /api/signals/feed | Chronological feed |
| GET | /api/signals/:id | Signal detail |
| POST | /api/sources | Create a source |
| GET | /api/sources | List sources |
| POST | /api/topics | Create a topic |
| GET | /api/topics | List topics |
| POST | /api/collections | Create a collection |
| POST | /api/contexts | Upload business context |
| GET | /api/dashboard/summary | Dashboard summary |
| POST | /api/auth/keys | Generate API key |
| Component | Technology |
|---|---|
| Runtime | Node.js 20+ / Express / ESM |
| Database | SQLite via better-sqlite3 |
| Validation | Zod |
| Auth | API key (vtg_ prefix), SHA-256 hashed |
| MCP | @modelcontextprotocol/sdk (stdio + HTTP) |
| Variable | Default | Description |
|---|---|---|
PORT | 3020 | Server port |
NODE_ENV | development | Environment |
DATABASE_PATH | ./data/vantage.db | SQLite file path |
CORS_ORIGIN | * | CORS allowed origin |
VANTAGE_BOOTSTRAP_TOKEN | unset | Allows first API key creation from a non-localhost client when sent as X-Vantage-Bootstrap-Token |
MIT — use it however you want.
Built by Jonathan Arehart at Cavendo AI.