Whale data MCP: MCP server, setup and security

What Whale data MCP does

According to its repository: “Polymarket data for agents from Predge: free ed25519-signed UMA settlement-risk records for any market, read live from Polygon, and an offline record verifier; plus paid whale trades (≥$10k, 15-min delay), wallet leaderboards and smart-money consensus at $0.005–$0.03 per call, paid in USDC over x402”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Whale data MCP is listed under Finance and payments, a category of 202 servers in the directory, where it ranks #178 by stars.

Topics declared by the repository: ai-agents, base, polymarket, prediction-markets, usdc, whale-tracking.

Installing and connecting Whale data MCP

Distribution modes declared in the official MCP registry:

• npm package (Node.js, usually started with npx)

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript.

The registry lists 2 secret variables to provide (API key, access token). Keep them in the client's environment variables, never in a shared file or a repository.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

Points found for Whale data MCP:

• Secrets: the server acts with your credentials. Create a dedicated key with minimum rights and an expiry date.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on July 20, 2026, the predgeAI/whale-data-mcp repository has 1 stars and 0 forks, with 1 open issues. It has more stars than 7% of the servers in the directory. It received changes this month. Version published in the registry: 0.2.2 (October 18, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.