Quickstart
Sign in, connect your AI client, and run your first Parlay market-research query in under 3 minutes.
Sign in, connect your AI client, and run your first Parlay query. Under 3 minutes, no credit card required.
Current plans
Free — 15 calls/month, search_markets and market_brief only. Pro —
$29/month, 150 calls/month, all six tools. Team — 1,500 calls/month,
coming soon.
1. Sign in
Create an account at parlay.run or open Sign in. Sign in with Google. We use it to securely link your account between this site and your AI client.
2. Install Parlay in your client
Pick the assistant you already use. Each tab shows the exact one-time setup.
Add the MCP connector in Claude -> Settings -> Connectors -> Add custom connector.
https://mcp.parlay.run/mcpRequires Claude Pro, Max, Team, or Enterprise. A browser tab opens for OAuth the first time you call a tool.
- In ChatGPT, open Settings → Apps → Advanced settings and toggle Developer mode ON.
- Back in Settings → Apps, click Create app next to Advanced settings.
- Name: Parlay — MCP URL:
https://mcp.parlay.run/mcp - The OAuth popup will appear on first query; authorize with the same Google account you signed up with.
Requires ChatGPT Plus, Pro, Team, Business, Enterprise, or Edu. Free plans do not support custom MCP connectors.
One command from your terminal:
gemini extensions install https://github.com/parlay-run/parlay-mcpA browser tab opens automatically for OAuth the first time you call a tool.
Generate a personal access token from Settings -> Tokens, then run these commands from your terminal:
git clone https://github.com/parlay-run/parlay-mcp.git
openclaw plugins install ./parlay-mcp
export PARLAY_TOKEN=parlay_pat_xxxxxxxxxxxx
openclaw gateway restartUse your real token value for PARLAY_TOKEN.
Parlay works with any MCP-compatible client, including Cursor, Codex, Windsurf, Perplexity, and Claude Code. Drop the URL into your client's MCP connector settings.
MCP Server URL: https://mcp.parlay.run/mcp
Transport: streamable HTTP
Auth: OAuth 2.1 — browser opens on first connect
3. Verify the connection
Before running real queries, sanity-check that Parlay is connected. Ask your assistant:
List the prediction market venues Parlay currently covers.You should see Polymarket, Kalshi, Limitless, and Manifold returned in a structured response. If you don't, see Troubleshooting.
4. Run your first real query
Parlay's superpower is cross-venue comparison. Try:
Compare prices on the next Fed rate decision across Polymarket and Kalshi. Where is the biggest spread?Then ask for a short brief:
Write a short market brief on that comparison and include source links.Parlay returns structured data your AI client can cite, chart, and reason over.
Explore venues
Polymarket
Crypto-native, real-money (USDC). Largest volume; primary signal source.
Kalshi
CFTC-regulated US exchange. USD-denominated event contracts.
Limitless
Real-money venue. Useful directional signal on long-tail favorites.
Manifold
Play-money community sentiment. Excluded from real-money price tools.
What's next
Tools
See all six read-only MCP tools.
How Parlay Works
How Parlay normalizes multiple venue APIs into one MCP interface.
How MCP Works
Why Model Context Protocol is useful for market research.
Troubleshooting
Common fixes for setup, quota, and search-result issues.