PolyLens

PolyLens is an AI-powered prediction market intelligence product for tracking trending Polymarket markets in English and Chinese, with structured summaries and MCP tools.

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Overview

PolyLens is an AI-powered prediction market intelligence product focused on trending Polymarket markets. The site presents ranked market stories with probability changes, volumes, source links, and concise AI-written interpretation of what is driving each move.

Its published MCP manifest also describes a programmatic interface with tools for fetching latest insights and brief market summaries, with filters for topic and language. That makes PolyLens useful both as a browsable market news surface and as a machine-readable feed for apps or workflows that need current prediction-market context.

Features

AI market analysis

Generates AI-analyzed prediction market insights from current Polymarket activity, rather than showing only raw market listings.

Category filtering

Groups insights by topic areas including politics, AI and tech, economy, business, world, sports, and crypto.

Bilingual content

Supports English and Chinese output, making the same market intelligence accessible in both languages.

Structured market briefs

Provides a structured insight format with a title, summary, drivers, why-it-matters context, and bull and bear cases.

MCP access

Exposes MCP tools for retrieving either a detailed insight feed or a shorter market summary.

Source-linked market workflow

Links each insight to Polymarket, supporting a workflow that starts with an AI summary and moves to the underlying market.

Use Cases

Monitor trending prediction markets
Track the latest Polymarket stories with a fast read on probability, movement, volume, and the key reasons a market is changing.
Research event-driven market moves
Use the AI summary, drivers, and bull/bear framing to understand the market context without reading multiple news articles first.
Programmatic market intelligence
Pull insights through the MCP endpoint when you need market intelligence inside another tool or automated workflow.
Bilingual viewing and sharing
Switch between English and Chinese outputs when serving users or teams that need bilingual market coverage.

Pros and Cons

Pros

Focuses on real-time prediction market intelligence instead of static summaries.
Shows each market with probability, 24-hour change, volume, and source references.
Includes both English and Chinese content.
Offers programmatic tools for insights and market summaries.
Breaks down each story with drivers plus bull and bear cases, which helps with quick evaluation.

Cons

The source does not include pricing, so cost and plan structure are unclear.
The public pages do not provide a full setup guide or integration walkthrough.
Evidence is limited to the home page and MCP/data endpoints, so broader product capabilities are not confirmed.

FAQ

What does PolyLens do?

PolyLens appears to surface AI-generated intelligence on trending Polymarket markets, with outputs organized by category and language.

What kinds of outputs does it provide?

The available MCP manifest shows two tools: `get_insights` for latest market insights and `get_market_summary` for a brief overview of current Polymarket trends.

Can the insights be filtered?

The manifest lists category filters for politics, ai_tech, economy, business, world, sports, and crypto, plus language options for English and Chinese.

How is PolyLens priced?

A pricing page was not available at the provided URL, so the source does not confirm whether PolyLens is free, paid, or offers a trial.

How do I connect to it?

The source does not show published setup instructions beyond the MCP endpoint, so a fuller integration workflow is not confirmed from the available pages.

Quick Facts

Category: AI / prediction market intelligence
Source domain: hika.fyi
Product type: Web product with MCP endpoint
Primary users: People tracking Polymarket trends and market-driven news
Languages: English and Chinese
Published tools: get_insights, get_market_summary

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