Vibedollar Skill

vibedollar is an MCP skill that brings you the customers who are already complaining about, or asking for, exactly what you build.

Give it your product description, and vibedollar returns potential-customer leads: relevant Reddit posts and comments, each with the author and a why-it-matches annotation — click through and reach out. Backed by a 470+ real indie-cases library so you can see who built it, what they make, and how.

This service provides data only — no analysis. All analysis is done by your own LLM (BYOK, bring your own key, zero LLM dependency).

Quick Start

1. Connect (remote-hosted, no local setup): add endpoint https://mcp.vibedollar.net/mcp in your MCP client (FastMCP HTTP transport)
2. Register (two-step, no credit granted on signup): call vibe_register(email="[email protected]") to get a verification code, then vibe_verify(email, code) to receive your API key (also emailed to you). Or register directly at https://vibedollar.net/account.html After registering, unlock usage via Starter/Pro subscription, or top up your wallet with any amount (¥1–¥1000 via WeChat / $1–$200 via Creem, any number of times; plus a $1 Welcome Credit for new accounts, once per account) for over-quota Reddit calls.
3. Configure auth header: put your key in the client request header — data tools need no api_key parameter afterward
4. Check balance/quota: vibe_balance()

Tools

Tool	Params	What it gives you	Cost	Auth
vibe_register	email	Send 6-digit verification code (step 1 of 2)	Free	—
vibe_verify	email, code	Verify code → receive API key (step 2 of 2)	Free	—
vibe_balance	—	Tier + quota remaining	Free	Header
vibe_knowledge	product_type, limit	Similar cases / channels / toolchains (470+)	In-tier	Header
vibe_reddit	product, keywords, max_results	Find customers: posts + comments with authors, why-it-matches annotations, and a demand-validation report	In-tier / $0.05 per lead after your monthly quota	Header

All tools except vibe_register authenticate via HTTP header Authorization: Bearer <api_key> — no key in tool params, no key in call logs.

Pricing

Tier	Price	Customer leads (vibe_reddit posts+comments)	Knowledge base	Rate
Starter	$39/mo	500/mo (posts+comments+annotations+report)	Full detail (limit≤20)	60 req/min
Pro	$79/mo	3000/mo (posts+comments+annotations+report)	Full detail (limit≤50)	120 req/min
Wallet Top-up	Any amount ($1–$200 via Creem / ¥1–¥1000 via WeChat, any number of times)	No subscription needed; wallet credit for vibe_reddit over-quota calls ($0.05 per lead after your monthly quota)	—	—

• 1 lead = 1 post or 1 comment (authors are your potential customers — click through to reach them). Usage is clamped to your remaining quota — no overselling.
• No credit on signup: register for an API key, then subscribe to Starter/Pro, or top up your wallet with any amount (¥1–¥1000 via WeChat / $1–$200 via Creem, any number of times; plus a $1 Welcome Credit for new accounts, once per account) for over-quota Reddit calls at $0.05 per lead after your monthly quota.
• Free accounts have zero quota (no subscription = no free allowance): every data call is billed from wallet credit ($0.05 per Reddit lead, $0.05 per knowledge/cases call); with no credit you get Insufficient credit — please top up.
• vibe_knowledge is the market validation tool (knowledge base + live search fallback), included in the subscription.
• Starter/Pro upgrade: Creem (overseas) or WeChat scan (mcp.vibedollar.net, tier applied automatically after payment); annual 8折 (coming later); no trial.

Configuration

{
  "mcpServers": {
    "vibedollar": {
      "type": "http",
      "url": "https://mcp.vibedollar.net/mcp",
      "headers": {
        "Authorization": "Bearer vibedollar_你的key"
      }
    }
  }
}

Alternative: if your client can't set Authorization, use Api-Key: <key> — the server recognizes both.

Register first, then configure the header, then call data tools (all zero LLM dependency, BYOK).

License

MIT