Polyvision

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name: polyvision description: Analyze Polymarket prediction market wallets — get copy trading scores (1-10), P&L, win rate, risk metrics (Sharpe ratio, Sortino ratio, max drawdown), red flags, position sizing, market category performance, recent performance (7d/30d/90d), streak analysis, individual open positions with entry/current prices, and recent trade history. Also discover elite traders via daily leaderboard, hot bets from top traders, and random wallet discovery. Connects via MCP server or REST API. Use when evaluating whether to copy trade a Polymarket trader, comparing multiple wallets side-by-side, screening for elite prediction market performers, checking if a wallet has bot-like trading patterns or hidden losses, researching a trader's risk profile, viewing recent trade activity, finding today's best open bets, or discovering new traders to follow. Free API key, no daily limits, 6-hour result caching. homepage: https://polyvisionx.com license: MIT disable-model-invocation: true metadata: {"clawdis":{"emoji":"📊","primaryEnv":"POLYVISION_API_KEY","requires":{"env":["POLYVISION_API_KEY"]}}}

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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:

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

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": , "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 |