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 never trades on-chain, executes orders, or moves funds
• Non-Polymarket wallet lookups (Ethereum DeFi, NFTs, etc.)

What PolyVision can and cannot change: Every analysis, scoring, leaderboard, hot-bets, strategy, trades, and discovery tool is read-only — PolyVision never places trades, executes orders, or touches the blockchain or your funds. The only state it can modify is your own PolyVision tracked-wallet portfolio (a saved watch-list scoped to your API key), via the add_to_portfolio and remove_from_portfolio tools and their REST equivalents (POST / DELETE /v1/portfolio). Those two tools are flagged below with a ⚠️ mutation warning; treat them as state-changing and only call them when the user explicitly asks.

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:

1. Open the PolyVision bot on Telegram
2. Run /apikey to generate your key
3. 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

Access & Tiers

The API key itself is free and there are no daily request limits, but most data tools require Premium or an active trial. New accounts start in a trial that is effectively Premium; once it ends, gated tools return 403 (a valid key that simply lacks Premium — not an auth failure).

• Premium / active trial: analyze_wallet, get_score, get_hot_bets, get_leaderboard, get_wallet_pool, get_strategy, discover_wallet, get_recent_trades (plus REST /v1/trades/batch). Over REST, the portfolio endpoints (/v1/portfolio) also require Premium/trial.
• Any valid key (free): check_quota, calculate, get_knowledge, health, regenerate_key, deactivate_key, and — over MCP — the portfolio tools (get_portfolio, add_to_portfolio, remove_from_portfolio).

On a 403, point the user to the Telegram bot /premium or https://polyvisionx.com/pricing.

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_wallet_pool

Get consistently high-performing traders from the historical wallet pool — traders who appeared across many daily leaderboard scans. Higher consistency_pct means they ranked in the top tier more often. Unlike the daily top-10 leaderboard, this is the persistent pool of repeat performers.

Parameter	Type	Required	Default	Description
sort_by	string	No	"score"	"score" (default), "pnl", or "winrate"
category	string	No	—	Filter to traders with ≥40% of trades in sports, crypto, or politics
page	integer	No	0	Page number (0-indexed)
limit	integer	No	20	Results per page (1-100)

Returns: Dict with total_count, page, limit, sort_by, category, and an entries list — each with the leaderboard fields plus consistency_pct, appearances, avg_score, avg_rank, first_seen, and last_seen. 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.

⚠️ Mutates state. This writes a new entry to your PolyVision tracked-wallet portfolio (scoped to your API key). It does not place trades or move funds, but it does persist account state. Only call when the user explicitly asks to track, save, or add a wallet.

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.

⚠️ Mutates state. This permanently deletes an entry from your PolyVision tracked-wallet portfolio (scoped to your API key). It does not place trades or move funds, but the deletion cannot be undone. Only call when the user explicitly asks to remove, untrack, or delete a wallet.

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" }

calculate

Evaluate a numeric expression deterministically. Use this for any arithmetic — ROI math, position sizing, cross-trader comparisons — instead of computing by hand. MCP-only (no REST endpoint).

Parameter	Type	Required	Description
expression	string	Yes	Arithmetic expression (max 200 chars). Supports + - * / // % **, parentheses, and abs, min, max, round, sqrt, log, log10, exp, ceil, floor; constants pi, e. No variables, attribute access, or imports.

Returns: { "expression", "result", "formatted" } on success, or { "expression", "error" } on invalid input.

get_knowledge

Look up curated PolyVision knowledge instead of guessing how the product works or what a report column means. Covers reading the daily reports (daily_leaderboard, strategy_report, ev_proof), copy-trading methodology (copy_trading_basics, scoring_system, position_sizing, red_flags, getting_started), and features (polyvision_features). Use it for "what does X mean / how do I use Y"; for live numbers, use the data tools. MCP-only (no REST endpoint).

Parameter	Type	Required	Description
topic	string	Yes	The knowledge topic to retrieve (one of the keys listed above)

Returns: { "topic", "content" } (markdown) on a hit, or { "error", "available_topics" } for an unknown topic.

regenerate_key

⚠️ Destructive — requires confirm=true. Generates a new API key and immediately invalidates the old one. The new key is returned once; the user must update their MCP/REST configuration with it. Only call after the user explicitly confirms.

Parameter	Type	Required	Description
confirm	boolean	Yes	Must be true to execute. Without it the tool refuses and asks for confirmation.

Returns: Dict with the new api_key and key_prefix on success.

deactivate_key

⚠️ Irreversible — requires confirm=true. Deactivates the current API key; all future requests with it are rejected. There is no self-serve undo — use regenerate_key instead if a replacement is needed. Only call after the user explicitly confirms.

Parameter	Type	Required	Description
confirm	boolean	Yes	Must be true to execute. Without it the tool refuses and asks for confirmation.

Returns: Confirmation that the key was deactivated.

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
"Which traders are consistently good?"	get_wallet_pool	—	Persistent top performers across many scans
"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
"What does this score / red flag / report mean?"	get_knowledge	—	Curated explanations of PolyVision concepts (MCP-only)
"Compute this ROI / position size"	calculate	—	Deterministic arithmetic (MCP-only)
"Rotate / regenerate my API key"	regenerate_key	—	⚠️ Destructive — invalidates old key (needs confirm=true)
"Disable my API key"	deactivate_key	—	⚠️ Irreversible (needs confirm=true)
"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, the data and account tools are available as REST endpoints at https://api.polyvisionx.com. (calculate and get_knowledge are MCP-only — there is no REST equivalent.) All endpoints require Bearer token authentication except GET /health. Analysis and market-data endpoints additionally require Premium or an active trial (see Access & Tiers) and return 403 without it.

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	Current user info, tier, premium status, usage (any valid key)
POST /v1/auth/regenerate	POST	⚠️ Regenerate your API key — invalidates the old key, returns the new one once
POST /v1/auth/deactivate	POST	⚠️ Deactivate your API key — irreversible, rejects all future requests
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/wallet-pool?sort_by=score&category=&page=0&limit=20	GET	Consistently high-performing traders from the historical pool
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
POST /v1/trades/batch	POST	Recent trades for up to 5 wallets (JSON body: wallets, optional since/since_per_wallet, limit)
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