Featured

Deploy OpenClaw in 60 seconds — 20% off logoDeploy OpenClaw in 60 seconds — 20% off

Launch OpenClaw on Hostinger in about 60 seconds and keep your agent live 24/7. Our referral link gives you 20% off, no coupon code needed.

Launch on Hostinger
Run your Hermes agent on Hostinger, fully managed logoRun your Hermes agent on Hostinger, fully managed

Launch Hermes on Hostinger in one click, fully managed, no VPS knowledge needed. Use code ZACAARON10 for 10% off.

Launch on Hostinger
Crawl and scrape any site into clean data, 10% off logoCrawl and scrape any site into clean data, 10% off

Firecrawl crawls and scrapes any site into clean markdown for your agent. Get 1,000 free credits, and new users get 10% off their first purchase.

Try Firecrawl free
6,000+ web scrapers for your AI agent, start free logo6,000+ web scrapers for your AI agent, start free

Apify gives your agent live web data: 6,000+ prebuilt scrapers and actors, MCP-ready. Sign up free with $5 in usage credits.

Try Apify free
One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data — no proxies, no parsers, no maintenance.

Start building free
SetupClaw: done-for-you OpenClaw for founders & exec teams logoSetupClaw: done-for-you OpenClaw for founders & exec teams

White-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it — secured from day one.

Get it set up for you
SEO data APIs for your agent, $1 free credit logoSEO data APIs for your agent, $1 free credit

DataForSEO gives your agent live access to SERP results, keyword data, backlinks, and on-page SEO data through one API. New accounts get a $1 credit, good for up to 20,000 keyword or backlink lookups.

Try DataForSEO free
Reach 48,000+ AI builders

A flat monthly placement in front of developers actively installing AI tools. No lock-in, cancel anytime.

Advertise here

Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

Save and query market signals from your AI conversations.

README.md

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

npm install
npm run dev

# If 3020 is already in use, choose another port
PORT=YOUR_PORT npm run dev

# Generate your first API key
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"
  }'

---

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:

cd mcp-server
npm install
cd ..

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:

{
  "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

| 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. |

---

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

| 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 |

---

Tech Stack

| 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) |

---

Environment Variables

| 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 |

---

License

MIT — use it however you want.

---

Built by Jonathan Arehart at Cavendo AI.

See related servers & alternatives →

Related MCP servers

Browse all →

Related guides

Hand-picked reading to help you choose and use AI & ML servers.