Vantage — Signal Tracker

io.github.Cavendo-AI由 GitHub 账号 Cavendo-AI 发布v0.1.1更新于 Nov 2, 2026

Save and query market signals from your AI conversations.

已验证Streamable HTTP可网页运行网页搜索与抓取知识与记忆

概览

AI 生成的概览

Vantage 是一个个人信号库,让助手把对话中看到的帖子、文章和洞察保存下来,并在之后检索使用。

可以做什么
  • 保存帖子、文章、引述或讨论等信号,并自动创建来源与主题
  • 按全文、平台、主题、日期范围或重要程度搜索和浏览已保存的信号,并查看单条信号详情
  • 管理你关注的人物或账号,以及主题和命名集合,并查看各自的信号数量
  • 上传业务背景文档,并把已保存的信号与该背景组合起来做分析
  • 持久保存分析结果,并获取包含计数、热门主题、主要来源和亮点的仪表盘摘要
适用场景
适合希望把在网上看到的内容集中成一份共享记忆,让不同 AI 客户端都能回忆并基于同一批素材进行推理的场景。适用于研究追踪、竞品观察以及回看此前记录的笔记。
运行要求
可使用 vantage.cavendo.ai 的托管服务并注册账号,或自行部署 Node.js 20+ 实例(SQLite 存储)。需要形如 Bearer vtg_... 的 API 密钥,通过 Authorization 请求头发送;本地 stdio 包从 npm 安装,并配置 API 地址与密钥。
安装前请注意
Authorization 请求头中的 API 密钥是访问已保存信号的机密,请勿写入共享配置。保存、更新等操作会写入你的存储,上传的业务背景文档也会与信号一同保存。使用托管服务意味着你采集的内容会发送给第三方服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Vantage — Signal Tracker,将其添加到工作区。
  2. 连接 Authorization token 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.Cavendo-AI%2Fvantage/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "vantage-signal-tracker": {
      "type": "http",
      "url": "https://vantage.cavendo.ai/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

Vantage

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.


One memory layer across all your AI tools

Your AI tools don't share memory.

  • Claude doesn't know what you saw on X
  • ChatGPT doesn't know what you read yesterday
  • Your code tools don't know your research

Vantage fixes that.

Save signals once, and access them anywhere you have an MCP-compatible client — across Claude, Cursor, and other supported tools.


How it works

  1. Connect Vantage to your AI (via MCP)
  2. Save signals directly from your workflow
  3. Ask questions on top of what you've saved

Example:

"Save this as a signal"

"What have I saved about pricing?"

"Show me signals from Lemkin"


What Vantage is (and isn't)

  • Not a scraper — you choose what matters
  • Not a feed — no noise or algorithmic clutter
  • Not a knowledge base — no system to maintain

Vantage is a simple way to keep track of what you're seeing — so your AI can actually use it later.


Hosted + open source


Quick Start

Option 1: Use the hosted version (fastest)

Sign up at vantage.cavendo.ai. Connect to Claude or another supported client. Start capturing.

Takes about 2 minutes. No install required.

Option 2: Run locally

bash
npm installnpm run dev
# If 3020 is already in use, choose another portPORT=YOUR_PORT npm run dev
# Generate your first API keycurl -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:

bash
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"  }'

MCP Server

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:

bash
cd mcp-servernpm installcd ..

Claude Code

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.

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

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"      }    }  }}

MCP Tools

ToolWhat it does
capture_signalSave a post, article, quote, or discussion. Auto-creates sources and topics.
search_signalsFull-text search with filters — platform, topic, date range, importance.
list_recent_signalsLatest signals feed.
get_signalFull detail on a specific signal.
manage_sourceCreate or update a person/account you're tracking.
list_sourcesSee everyone you're tracking with signal counts.
manage_topicCreate or update a topic/theme.
list_topicsAll topics with signal counts.
manage_collectionGroup signals into named collections.
set_business_contextUpload strategy docs for comparison.
analyze_signalsAssemble signals + context for analysis.
get_dashboardSummary — counts, top topics, top sources, highlights.
save_analysisPersist an analysis for later reference.

Integrations

  • OpenClaw community skill: vantage-shared-intel — capture signals, search prior intel, and generate shared digests against the same Vantage dataset from OpenClaw.

REST API

Most API requests require Authorization: Bearer vtg_YOUR_KEY.

Exceptions:

  • GET /health
  • POST /api/auth/keys for first-key bootstrap from localhost, or from a remote client that supplies a valid X-Vantage-Bootstrap-Token
MethodEndpointDescription
POST/api/signalsCreate a signal
GET/api/signalsList signals with filters
GET/api/signals/search?q=queryFull-text search
GET/api/signals/feedChronological feed
GET/api/signals/:idSignal detail
POST/api/sourcesCreate a source
GET/api/sourcesList sources
POST/api/topicsCreate a topic
GET/api/topicsList topics
POST/api/collectionsCreate a collection
POST/api/contextsUpload business context
GET/api/dashboard/summaryDashboard summary
POST/api/auth/keysGenerate API key

Tech Stack

ComponentTechnology
RuntimeNode.js 20+ / Express / ESM
DatabaseSQLite via better-sqlite3
ValidationZod
AuthAPI key (vtg_ prefix), SHA-256 hashed
MCP@modelcontextprotocol/sdk (stdio + HTTP)

Environment Variables

VariableDefaultDescription
PORT3020Server port
NODE_ENVdevelopmentEnvironment
DATABASE_PATH./data/vantage.dbSQLite file path
CORS_ORIGIN*CORS allowed origin
VANTAGE_BOOTSTRAP_TOKENunsetAllows first API key creation from a non-localhost client when sent as X-Vantage-Bootstrap-Token

License

MIT — use it however you want.


Built by Jonathan Arehart at Cavendo AI.

来源:README.md,提交 59074cf

工具

0
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版本历史

1
  1. v0.1.1最新Sep 16, 2026

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