PolyVision — Polymarket Wallet Analyzer

PolyVision analyzes Polymarket prediction market wallets and returns a comprehensive trading profile: copy trading score (1-10), P&L breakdown, win rate, risk metrics (Sharpe ratio, Sortino ratio, max drawdown), position sizing consistency, market category performance, recent performance windows (7d/30d/90d), streak analysis, red flags, and individual open positions with entry/current prices. It also provides a daily leaderboard of top-ranked traders, hot bets (most profitable open positions from top traders), and random elite wallet discovery. Use it to evaluate whether a trader is worth copy trading, compare multiple wallets, screen for elite performers, find today's best bets, or discover new traders to follow.

When to Use

User mentions a Polymarket wallet address (0x...)
User asks about copy trading, trader evaluation, or wallet scoring
User wants to compare prediction market traders or screen for elite performers
User asks about a trader's risk profile, red flags, or trading patterns
User asks what bets top traders are making, or wants today's best open positions
User wants to discover or find new Polymarket traders to follow
User asks about a daily leaderboard or top traders ranking
User wants to see a trader's individual open positions with P&L details
User asks about a trader's recent trades, trade history, or latest activity
User asks for copy trading strategy recommendations or optimal settings
User wants to know what risk profile or parameters to use for copy trading

When NOT to Use

General crypto price queries (not Polymarket-specific)
Placing trades or executing orders (PolyVision is read-only analysis)
Non-Polymarket wallet lookups (Ethereum DeFi, NFTs, etc.)

Setup: MCP Server (Recommended)

Add to your MCP client configuration (e.g. claude_desktop_config.json, Cursor, Windsurf):

{
  "mcpServers": {
    "polyvision": {
      "type": "streamable-http",
      "url": "https://api.polyvisionx.com/mcp",
      "headers": {
        "Authorization": "Bearer ${POLYVISION_API_KEY}"
      }
    }
  }
}

Setup: Get an API Key

Get a free API key (no daily limits) from the Telegram bot:

Open the PolyVision bot on Telegram
Run /apikey to generate your key
Copy the pv_live_... key (shown only once, store it securely)

Set it as an environment variable:

export POLYVISION_API_KEY="pv_live_abc123..."

Full API docs: https://polyvisionx.com/docs

MCP Tools Reference

`analyze_wallet`

Run a comprehensive Polymarket wallet analysis.

Parameter	Type	Required	Default	Description
`wallet_address`	string	Yes	—	Ethereum address (42 chars, starts with `0x`)
`mode`	string	No	`"quick"`	`"quick"` (~5s) or `"full"` (~30-60s with timing data)

Returns: Full analysis dict with P&L, win rate, risk metrics, categories, copy trading score (1-10), red flags, and usage info. Results are cached for 6 hours — cache hits are instant. See references/response-schemas.md for the complete field reference.

Timing: Quick mode ~5s, full mode ~30-60s. Cached responses are instant.

`get_score`

Get a compact copy-trading score for a wallet. Shares the same cache as analyze_wallet.

Parameter	Type	Required	Description
`wallet_address`	string	Yes	Ethereum address (42 chars, starts with `0x`)

Returns: Score (1-10), recommendation, tier (green/yellow/orange/red), total P&L, win rate, trade count, Sharpe ratio, red flags, cache status, and usage info.

Timing: ~5s fresh, instant if cached.

`get_hot_bets`

Get today's hot bets from top traders. Returns the most profitable open positions from top-ranked Polymarket traders, sourced from the daily strategy report.

Parameter	Type	Required	Default	Description
`limit`	integer	No	`20`	Maximum number of bets to return
`sort_by`	string	No	`"rank"`	`"rank"` (default) or `"pnl"`

Returns: Scan date, total count, and list of hot bets — each with trader info (wallet, username, score, win rate), market details (title, slug, outcome), pricing (entry price, current price, current value), P&L (unrealized P&L, percent), resolution info (end date, days until resolution), entry timing (entry date, days since entry, hold hours), and Polymarket URL. See references/response-schemas.md for the complete field reference.

`get_leaderboard`

Get the daily top-10 leaderboard of ranked Polymarket traders. Synced daily from the scan pipeline.

Parameter	Type	Required	Default	Description
`sort_by`	string	No	`"rank"`	`"rank"` (default), `"score"`, or `"pnl"`

Returns: Scan date, total count, and list of leaderboard entries — each with wallet address, username, total P&L, volume, ROI%, win rate, risk metrics (Sharpe ratio, max drawdown, profit factor), copy score (1-10), recommendation, tier (green/yellow/orange/red), red flags, track record days, last trade date, and category percentages (politics, crypto, sports). See references/response-schemas.md for the complete field reference.

`get_strategy`

Get pre-computed copy trading strategy profiles. Returns 3 risk profiles (conservative, moderate, aggressive) with backtested parameters and expected metrics, updated daily.

Parameters: None

Returns: Scan date, total count, and list of strategy profiles — each with parameters (price range, min score, max trades/day, min trade size, position sizing method), backtest results (win rate, ROI, Sharpe ratio, max drawdown, profit factor, EV/trade, total P&L), cost-adjusted results, and a plain-English description. See references/response-schemas.md for the complete field reference.

`get_recent_trades`

Get recent trades for a Polymarket wallet. Returns trade history with side, size, price, market title, and timestamps.

Parameter	Type	Required	Default	Description
`wallet_address`	string	Yes	—	Ethereum address (42 chars, starts with `0x`)
`since`	integer	No	—	Unix timestamp — only return trades after this time
`limit`	integer	No	`50`	Max trades to return (1-100)

Returns: Dict with wallet_address, since, count, and trades list — each trade with side (BUY/SELL), size, price, timestamp, market title, outcome, slug, and transaction hash. See references/response-schemas.md for the complete field reference.

`discover_wallet`

Discover a random elite trader from the curated wallet pool (250+). Returns a random wallet address each call — use analyze_wallet or get_score to investigate it.

Parameters: None

Returns: { "wallet_address": "0x...", "pool_size": 250, "message": "..." }

`check_quota`

Check your usage statistics. Does not consume quota.

Parameters: None

Returns: { "used_today": <int>, "tier": "api" }

API/MCP access has no daily limits — usage is tracked for analytics only.

`get_portfolio`

Get the user's tracked wallet portfolio with scores and nicknames.

Parameter	Type	Required	Default	Description
`page`	integer	No	`0`	Page number (0-indexed)
`limit`	integer	No	`10`	Results per page (1-50)

Returns: Dict with total_count, page, limit, and wallets list — each with wallet address, nickname, score, last analyzed date, and notifications status. See references/response-schemas.md for the complete field reference.

`add_to_portfolio`

Add a wallet to the user's portfolio for tracking.

Parameter	Type	Required	Default	Description
`wallet_address`	string	Yes	—	Ethereum address (42 chars, starts with `0x`)
`nickname`	string	No	—	Display name (defaults to first 10 chars of address)

Returns: Dict with wallet_address, nickname, and message on success, or dict with error key on failure (duplicate, limit reached).

Limits: Free users: 3 wallets. Premium users: 20 wallets.

`remove_from_portfolio`

Remove a wallet from the user's portfolio.

Parameter	Type	Required	Description
`wallet_address`	string	Yes	Ethereum address to remove

Returns: Dict with wallet_address and message on success, or dict with error key if wallet not found.

`health`

Check system health.

Parameters: None

Returns: { "status": "ok" } or { "status": "degraded" }

Score Tiers

Tier	Score Range	Recommendation	Meaning
Green	8.0 – 10.0	Strong Copy	Consistently profitable, good risk management, strong track record
Yellow	6.0 – 7.9	Moderate Copy	Decent performance with some concerns, proceed with caution
Orange	4.0 – 5.9	Risky Copy	Mixed results, significant red flags, high risk
Red	0.0 – 3.9	Don't Copy	Poor performance, major red flags, likely to lose money

Decision Table

User Intent	Tool	Mode	Why
"Should I copy this trader?"	`get_score`	—	Quick yes/no with score + red flags
"Deep dive on this wallet"	`analyze_wallet`	`full`	Complete analysis with timing data
"Quick check on a wallet"	`analyze_wallet`	`quick`	Full analysis without activity timing
"What are this trader's open positions?"	`analyze_wallet`	`quick`	`open_positions_detail` in analysis response
"Compare two traders"	`get_score` x2	—	Side-by-side scores for fast comparison
"What categories does this trader focus on?"	`analyze_wallet`	`quick`	Category breakdown in analysis
"What are the best bets right now?"	`get_hot_bets`	—	Today's most profitable open positions from top traders
"What bets are top traders making?"	`get_hot_bets`	sort=`pnl`	Hot bets sorted by P&L
"Who are the top traders today?"	`get_leaderboard`	—	Daily top-10 ranked traders
"Find me a good trader to follow"	`discover_wallet`	—	Random elite wallet, then `get_score` or `analyze_wallet`
"What trades has this wallet made recently?"	`get_recent_trades`	—	Recent trade history for a wallet
"What strategy should I use for copy trading?"	`get_strategy`	—	3 risk profiles with backtested parameters
"What's the safest way to copy trade?"	`get_strategy`	—	Conservative profile with low drawdown
"Discover new traders"	`discover_wallet` x3	—	Multiple random picks to explore
"Show my tracked wallets"	`get_portfolio`	—	View portfolio with scores and nicknames
"Add this wallet to my portfolio"	`add_to_portfolio`	—	Track a wallet with optional nickname
"Remove wallet from portfolio"	`remove_from_portfolio`	—	Stop tracking a wallet
"Is the system up?"	`health`	—	System status check
"How many analyses have I run?"	`check_quota`	—	Usage stats (no limits enforced)

Red Flag Reference

Red flags are returned as a list of strings. Here's what each one means:

Red Flag	Trigger	Severity
Low win rate	Win rate below 40%	High
Large single loss	Single worst trade exceeds 50% of total P&L	Medium
Overall unprofitable	Net P&L is negative	High
Limited track record	Fewer than 10 closed positions	Medium
Inactive	No trades in 30+ days	Low
BOT ALERT	Median trade duration under 5 minutes	High
Very fast trading	Median trade duration under 30 minutes	Medium
LOSS HIDING	70%+ of open positions underwater (5+ open)	High
Open positions losing	50%+ of open positions underwater (3+ open)	Medium
No major red flags detected	No concerning patterns found	None

REST API (Alternative)

For agents that cannot use MCP, all tools are available as REST endpoints at https://api.polyvisionx.com. Most endpoints require Bearer token authentication (exceptions noted below).

Interactive docs and the OpenAPI spec are available at: - Swagger UI: https://api.polyvisionx.com/docs - OpenAPI JSON: https://api.polyvisionx.com/openapi.json

Endpoint	Method	Description
`GET /v1/auth/me`	GET	Get current user info and usage stats
`GET /v1/analyze/{wallet_address}?mode=quick`	GET	Full wallet analysis (includes `open_positions_detail`)
`GET /v1/score/{wallet_address}`	GET	Compact copy-trading score
`GET /v1/hot-bets?page=0&limit=20&sort_by=rank`	GET	Today's hot bets from top traders
`GET /v1/leaderboard?sort_by=rank`	GET	Daily top-10 leaderboard
`GET /v1/strategy`	GET	Pre-computed copy trading strategy profiles (3 risk levels)
`GET /v1/trades/{wallet_address}?since=&limit=50`	GET	Recent trades for a wallet
`GET /v1/discover`	GET	Discover a random elite trader
`GET /v1/portfolio?page=0&limit=10`	GET	Get your tracked wallet portfolio
`POST /v1/portfolio`	POST	Add a wallet to your portfolio (JSON body: `wallet_address`, `nickname`)
`DELETE /v1/portfolio/{wallet_address}`	DELETE	Remove a wallet from your portfolio
`GET /health`	GET	Health check (no auth required)

Example: Analyze a wallet

curl -s https://api.polyvisionx.com/v1/analyze/0x1234...abcd?mode=quick 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Example: Get a score

curl -s https://api.polyvisionx.com/v1/score/0x1234...abcd 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Example: Get hot bets

curl -s https://api.polyvisionx.com/v1/hot-bets?sort_by=pnl 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Example: Get leaderboard

curl -s https://api.polyvisionx.com/v1/leaderboard 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Example: Get strategy profiles

curl -s https://api.polyvisionx.com/v1/strategy 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Example: Discover a random trader

curl -s https://api.polyvisionx.com/v1/discover 
  -H "Authorization: Bearer $POLYVISION_API_KEY" | jq .

Error Codes

Code	Meaning	Recovery
400	Invalid wallet address (must be 42-char hex starting with `0x`)	Fix the address format
401	Invalid or inactive API key	Get a key from the PolyVision Telegram bot via `/apikey`
429	Rate limited	Wait and retry — Polymarket API has upstream limits
503	System at capacity (all analysis slots in use)	Retry in 30-60 seconds
502	Upstream Polymarket API error	Retry — the upstream data API may be temporarily unavailable
504	Analysis timed out	Retry — the wallet may have extensive history

polyvision

Installation

PolyVision — Polymarket Wallet Analyzer

When to Use

When NOT to Use

Setup: MCP Server (Recommended)

Setup: Get an API Key

MCP Tools Reference

analyze_wallet

get_score

get_hot_bets

get_leaderboard

get_strategy

get_recent_trades

discover_wallet

check_quota

get_portfolio

add_to_portfolio

remove_from_portfolio

health

Score Tiers

Decision Table

Red Flag Reference

REST API (Alternative)

Example: Analyze a wallet

Example: Get a score

Example: Get hot bets

Example: Get leaderboard

Example: Get strategy profiles

Example: Discover a random trader

Error Codes

`analyze_wallet`

`get_score`

`get_hot_bets`

`get_leaderboard`

`get_strategy`

`get_recent_trades`

`discover_wallet`

`check_quota`

`get_portfolio`

`add_to_portfolio`

`remove_from_portfolio`

`health`