paradex-vault-intelligence（Paradex Vault 情报）

Paradex Vault Intelligence

Turns raw vault data from Paradex MCP into investment-grade vault analytics. Helps users discover, compare, and monitor vaults for passive income strategies.

Available MCP Tools (data sources)

Capabilities

1. Vault Discovery & Screening

Use paradex_vault_summary with JMESPath to screen the full vault universe:

By performance:

# Top 5 by total ROI
"sort_by([*], &to_number(total_roi))[-5:]"

# Profitable in last 7 days
"[?to_number(roi_7d) > `0`]"

# Best 30-day performers
"sort_by([*], &to_number(roi_30d))[-10:]"

By risk:

# Lowest max drawdown (safer vaults)
"sort_by([*], &to_number(max_drawdown))[:5]"

# Low recent drawdown + positive returns
"[?to_number(max_drawdown_30d) < `0.05` && to_number(roi_30d) > `0`]"

By size/activity:

# Largest by TVL
"reverse(sort_by([*], &to_number(tvl)))"

# Most active by 24h volume
"reverse(sort_by([*], &to_number(volume_24h)))"

# Most depositors (social proof)
"reverse(sort_by([*], &num_depositors))"

2. Vault Deep Dive

For a specific vault, gather comprehensive data:

1. paradex_vaults — get config: owner, kind, status, creation details
2. paradex_vault_summary — performance: ROI (24h/7d/30d/total), PnL, drawdowns, volume, TVL, token price
3. paradex_vault_positions — current holdings: which markets, sizes, unrealized PnL
4. paradex_vault_account_summary — account health: margin usage, leverage, exposure
5. paradex_vault_balance — cash position: available vs. locked
6. paradex_vault_transfers — fund flows: deposit/withdrawal patterns

3. Vault Comparison

When comparing 2+ vaults, build a comparison matrix:

Risk-adjusted ranking: Compute a simple Sharpe-like ratio: total_roi / max_drawdown (higher = better risk-adjusted returns). For vaults with zero drawdown, use total_roi alone but flag as "insufficient drawdown history."

4. Vault Risk Assessment

For each vault, assess and report:

• Drawdown risk: max_drawdown vs. max_drawdown_30d — is drawdown getting worse?
• Concentration risk: from positions — how many markets, what % of exposure is in largest position?
• Leverage risk: from account_summary — current leverage vs. available margin
• Liquidity risk: from TVL + transfers — is TVL stable, growing, or declining?
• Operator activity: from volume — is the vault actively trading or dormant?

Risk score (1-5):

• 1 (Low): Low drawdown, diversified positions, moderate leverage, stable/growing TVL
• 3 (Medium): Some drawdown history, concentrated in 2-3 markets, moderate leverage
• 5 (High): Large drawdowns, single-market concentration, high leverage, declining TVL

5. Vault Monitoring & Alerts

When asked to monitor a vault, check for:

• ROI dropping below a threshold
• Drawdown exceeding user-defined limit
• TVL declining (depositor exodus)
• Position concentration changing significantly
• New large positions opened (strategy shift)

6. Vault Recommendation Engine

When a user asks "which vault should I deposit in?", gather their preferences:

Risk tolerance:

• Conservative: prioritize low drawdown, stable returns, high TVL, many depositors
• Moderate: balance ROI and drawdown, accept some concentration
• Aggressive: prioritize highest ROI, accept higher drawdown and concentration

Time horizon:

• Short-term: weight roi_24h and roi_7d more heavily
• Medium-term: weight roi_30d and last_month_return
• Long-term: weight total_roi and max_drawdown

Then screen, score, and present top 3-5 vaults with reasoning.

Output Format

Vault Screening Results

## Paradex Vault Screening — [criteria]

Found N vaults matching criteria. Top picks:

### 1. [Vault Name/Address]
- ROI: 24h X% | 7d X% | 30d X% | Total X%
- Risk: Max DD X% | 30d DD X%
- Size: TVL $X | Depositors: N
- Activity: 24h Vol $X
- Risk Score: X/5

[1-sentence take on this vault]

Vault Deep Dive

## Vault Analysis — [address]

### Performance
[ROI table across timeframes]

### Current Positions
[Position breakdown with market, size, unrealized PnL]

### Account Health
[Margin usage, leverage, available capacity]

### Risk Assessment
[Risk score with reasoning]

### Fund Flows
[Recent deposit/withdrawal trends]

Important Caveats

• Past vault performance does not guarantee future results — state this clearly
• Vault token price can decline — depositors can lose money
• Withdrawal lockup periods apply — mention the vault's specific lockup
• This is analysis and screening, not investment advice
• Vault operator strategies are private — positions give clues but not full picture
• Small TVL vaults may have inflated ROI percentages from small base effects

See scoring.md for detailed risk scoring methodology and JMESPath query cookbook.