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Philidor DeFi Vault Risk Analytics

philidor-labs/philidor-mcp
410 toolsHTTPregistry active
Summary

Connects Claude to Philidor's hosted DeFi risk analytics API covering 700+ vaults across Morpho, Aave, Yearn, Beefy, and Spark. Exposes 10 tools including vault search with filters for chain, protocol, asset, and risk tier, detailed risk breakdowns using their Vector Risk Framework (asset composition, platform code maturity, governance controls), side-by-side vault comparisons, and protocol security history with incident tracking. No API key required since it runs as a hosted service at mcp.philidor.io. Reach for this when you need to analyze yield opportunities with institutional-grade risk scoring, run due diligence on specific vaults, or assess portfolio risk across DeFi positions. The risk scores decompose into measurable sub-metrics rather than just surfacing raw APRs and TVL numbers.

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Tools

Public tool metadata for what this MCP can expose to an agent.

10 tools
search_vaultsSearch and filter DeFi vaults by chain, protocol, asset, risk tier, TVL, and more. Returns a paginated list with risk scores and APR.9 params

Search and filter DeFi vaults by chain, protocol, asset, risk tier, TVL, and more. Returns a paginated list with risk scores and APR.

Parameters* required
assetstring
Filter by asset symbol (e.g. USDC, WETH)
chainstring
Filter by chain name (e.g. Ethereum, Base, Arbitrum)
limitnumber
Max results (default 10, max 50)
querystring
Search by vault name, symbol, asset, protocol, or curator
minTvlnumber
Minimum TVL in USD
sortBystring
Sort field: tvl_usd, apr_net, name, last_synced_at
protocolstring
Filter by protocol ID (e.g. morpho, aave-v3, yearn-v3)
riskTierstring
Filter by risk tier: Prime, Core, or Edge
sortOrderstring
Sort order: asc or desc
get_vaultGet detailed information about a specific DeFi vault including risk breakdown, recent events, and historical snapshots. Lookup by ID or by network + address.3 params

Get detailed information about a specific DeFi vault including risk breakdown, recent events, and historical snapshots. Lookup by ID or by network + address.

Parameters* required
idstring
Vault ID (e.g. morpho-ethereum-0x...)
addressstring
Vault contract address (0x...)
networkstring
Network slug (e.g. ethereum, base, arbitrum)
get_vault_risk_breakdownGet a detailed breakdown of a vault's risk vectors: Asset Composition, Platform Code, and Governance scores with sub-metrics.2 params

Get a detailed breakdown of a vault's risk vectors: Asset Composition, Platform Code, and Governance scores with sub-metrics.

Parameters* required
addressstring
Vault contract address (0x...)
networkstring
Network slug (e.g. ethereum, base, arbitrum)
compare_vaultsCompare 2-3 DeFi vaults side-by-side on TVL, APR, risk score, risk tier, audited status, and more.1 params

Compare 2-3 DeFi vaults side-by-side on TVL, APR, risk score, risk tier, audited status, and more.

Parameters* required
vaultsarray
Array of 2-3 vaults to compare
find_safest_vaultsFind the safest (highest risk-scored) DeFi vaults, optionally filtered by asset, chain, or minimum TVL. Returns top 10 audited, high-confidence vaults sorted by risk score.3 params

Find the safest (highest risk-scored) DeFi vaults, optionally filtered by asset, chain, or minimum TVL. Returns top 10 audited, high-confidence vaults sorted by risk score.

Parameters* required
assetstring
Filter by asset symbol (e.g. USDC, WETH)
chainstring
Filter by chain name (e.g. Ethereum, Base)
minTvlnumber
Minimum TVL in USD
get_protocol_infoGet detailed information about a DeFi protocol including TVL, vault count, versions, auditors, and security incidents.1 params

Get detailed information about a DeFi protocol including TVL, vault count, versions, auditors, and security incidents.

Parameters* required
protocolIdstring
Protocol ID (e.g. morpho, aave-v3, yearn-v3, beefy)
get_curator_infoGet detailed information about a vault curator including their managed vaults, TVL, chain distribution, and performance.1 params

Get detailed information about a vault curator including their managed vaults, TVL, chain distribution, and performance.

Parameters* required
curatorIdstring
Curator ID
get_market_overviewGet a high-level overview of the DeFi vault market: total TVL, vault count, risk distribution, and TVL by protocol.

Get a high-level overview of the DeFi vault market: total TVL, vault count, risk distribution, and TVL by protocol.

No parameter schema in public metadata yet.

explain_risk_scoreExplain what a Philidor risk score means, including the tier (Prime/Core/Edge), how it is calculated, and what the thresholds are.1 params

Explain what a Philidor risk score means, including the tier (Prime/Core/Edge), how it is calculated, and what the thresholds are.

Parameters* required
scorenumber
Risk score (0-10) to explain
list_vaults_with_incidentsList all vaults that had a recent critical incident (last 365 days). Critical = severity Critical or incident_severity major. Results are sorted by TVL descending, then by time since event ascending (most recent first).

List all vaults that had a recent critical incident (last 365 days). Critical = severity Critical or incident_severity major. Results are sorted by TVL descending, then by time since event ascending (most recent first).

No parameter schema in public metadata yet.

Philidor MCP Server

DeFi vault risk analytics for AI agents

MIT License MCP TypeScript Hosted smithery badge LobeHub

Search 700+ DeFi vaults across Morpho, Aave, Yearn, Beefy, and Spark. Compare risk scores, analyze protocols, run due diligence — all through natural language.

No API key required. No installation needed.

Quick Start • Tools • Example Prompts • Risk Framework • Agent Skill


Why Philidor?

Most DeFi data tools give you raw numbers. Philidor gives your AI agent institutional-grade risk intelligence.

FeaturePhilidorDefiLlama MCPGeneric DeFi APIs
Vault risk scores (0–10):white_check_mark::x::x:
Risk vector decomposition:white_check_mark::x::x:
Vault comparison:white_check_mark::x::x:
Curator intelligence:white_check_mark::x::x:
Protocol security history:white_check_mark::x:Partial
Due diligence prompts:white_check_mark::x::x:
Portfolio risk assessment:white_check_mark::x::x:
No API key needed:white_check_mark::white_check_mark:Varies
Hosted (zero install):white_check_mark::x::x:

Quick Start

Remote Server (Recommended)

Connect directly to the hosted server — zero installation, always up to date:

https://mcp.philidor.io/api/mcp

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "philidor": {
      "url": "https://mcp.philidor.io/api/mcp"
    }
  }
}

Claude Code

claude mcp add philidor --transport http https://mcp.philidor.io/api/mcp

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "philidor": {
      "url": "https://mcp.philidor.io/api/mcp"
    }
  }
}

Windsurf

Add to your MCP settings:

{
  "mcpServers": {
    "philidor": {
      "serverUrl": "https://mcp.philidor.io/api/mcp"
    }
  }
}

Docker (stdio)

docker run -i --rm ghcr.io/philidor-labs/philidor-mcp

Local (stdio)

git clone https://github.com/Philidor-Labs/philidor-mcp.git
cd philidor-mcp
npm install
npm start

Tools

10 tools for vault discovery, risk analysis, and protocol research.

search_vaults

Search and filter DeFi vaults by chain, protocol, asset, risk tier, TVL, and more.

ParameterTypeDescription
querystringSearch by vault name, symbol, asset, protocol, or curator
chainstringFilter by chain (Ethereum, Base, Arbitrum, ...)
protocolstringFilter by protocol ID (morpho, aave-v3, yearn-v3, beefy, spark)
assetstringFilter by asset symbol (USDC, WETH, ...)
riskTierstringFilter by risk tier: Prime, Core, or Edge
minTvlnumberMinimum TVL in USD
sortBystringSort field: tvl_usd, apr_net, name
sortOrderstringSort order: asc or desc
limitnumberMax results (default 10, max 50)

get_vault

Get detailed information about a specific vault including risk breakdown, recent events, and historical snapshots. Lookup by id or by network + address.

ParameterTypeDescription
idstringVault ID (e.g. morpho-ethereum-0x...)
networkstringNetwork slug (ethereum, base, arbitrum)
addressstringVault contract address (0x...)

get_vault_risk_breakdown

Detailed breakdown of a vault's three risk vectors with sub-metrics: asset quality, platform code maturity, and governance controls. Returns dimension-level scores, caps, hard-fail flags, and overrides.

ParameterTypeDescription
networkstringNetwork slug
addressstringVault contract address

compare_vaults

Side-by-side comparison of 2–3 vaults on TVL, APR, risk score, risk tier, and audit status.

ParameterTypeDescription
vaultsarrayArray of 2–3 objects with network and address

find_safest_vaults

Find the top 10 audited, high-confidence vaults sorted by risk score.

ParameterTypeDescription
assetstringFilter by asset symbol
chainstringFilter by chain name
minTvlnumberMinimum TVL in USD

get_protocol_info

Protocol details including TVL, vault count, versions, auditors, bug bounties, and security incidents.

ParameterTypeDescription
protocolIdstringProtocol ID (morpho, aave-v3, yearn-v3, beefy, spark)

get_curator_info

Curator details including managed vaults, TVL, chain distribution, and performance metrics.

ParameterTypeDescription
curatorIdstringCurator ID

get_market_overview

High-level DeFi vault market statistics: total TVL, vault count, risk distribution, and TVL by protocol. No parameters required.

explain_risk_score

Explain what a specific risk score means, including the tier, calculation method, and thresholds.

ParameterTypeDescription
scorenumberRisk score (0–10)

list_vaults_with_incidents

List all vaults that had a recent critical incident (last 365 days). Sorted by TVL descending, then by recency. No parameters required.


Resources

URIDescription
philidor://methodologyThe Vector Risk Framework v4.1 documentation
philidor://supported-chainsSupported blockchain networks with vault counts
philidor://supported-protocolsSupported DeFi protocols with TVL data

Prompts

PromptDescription
vault_due_diligenceComprehensive due diligence report for a vault
portfolio_risk_assessmentPortfolio-level risk analysis across positions
defi_yield_comparisonYield comparison with risk-adjusted analysis

Example Prompts

Once connected, try asking your AI assistant:

Discovery

"Find the safest USDC vaults with at least $10M TVL"

"What Morpho vaults are available on Base?"

"Show me the DeFi market overview"

Analysis

"Run due diligence on the Steakhouse USDC vault on Ethereum"

"Compare the top 3 USDC vaults by risk score"

"What's the risk breakdown for this vault: ethereum/0x..."

Portfolio

"Assess my portfolio: 50% in Morpho Steakhouse USDC, 30% in Aave USDC, 20% in Yearn USDC"

"Which protocols have had security incidents?"

"What does a risk score of 8.5 mean?"


Risk Scoring

Philidor uses the Vector Risk Framework v4.1 to decompose vault risk into three measurable vectors:

Final Score = 40% Asset + 40% Platform + 20% Governance

Asset Composition (40%)

Quality of underlying collateral. Blue-chip assets (ETH, USDC) score highest. Factors include oracle reliability, liquidity depth, and peg stability.

Platform Code (40%)

Code maturity measured by:

  • Lindy Score — time-based safety (>2 years ≈ 9/10)
  • Audit Density — number and quality of audits
  • Dependency Risk — multiplicative penalties for risky dependencies
  • Incident Penalty — caps score after security incidents

Governance (20%)

Exit window for users:

ControlScore
Immutable contract10/10
7+ day timelock9/10
No timelock1/10

Risk Tiers

TierScoreMeaning
Prime8.0–10.0Institutional-grade — mature code, multiple audits, safe governance
Core5.0–7.9Moderate safety — audited but newer or flexible governance
Edge0.0–4.9Higher risk — requires careful due diligence

Architecture

┌──────────────────┐     ┌─────────────────┐     ┌──────────────┐
│  Claude / Cursor  │────▶│  Philidor MCP   │────▶│ Philidor API │
│  Windsurf / etc.  │◀────│  Server         │◀────│              │
└──────────────────┘     └─────────────────┘     └──────┬───────┘
                          10 tools, 3 resources,         │
                          3 prompts                      │
                                                   ┌────▼────┐
                                                   │ On-chain │
                                                   │  data    │
                                                   └─────────┘
  • Transport: Streamable HTTP (remote) or stdio (local/Docker)
  • API: Calls the Philidor Public API — no API key needed
  • Stateless: Fresh server instance per request, no session state
  • Data: 700+ vaults across Ethereum, Base, Arbitrum, Polygon, Optimism, and Avalanche

Agent Skill

Install the Philidor MCP skill into your coding agent via skills.sh:

npx skills add philidor-labs/philidor-mcp

This gives your agent full knowledge of all tools, resources, prompts, recommended workflows, and best practices for DeFi vault analysis.

Also Available

InterfaceDescriptionLink
CLITerminal-based vault intelligence — scriptable, pipeable, agent-sandboxedphilidor-cli
OpenClaw SkillSkill definition for the OpenClaw agent platformnpm

Supported Protocols

Morpho, Aave v3, Yearn v3, Beefy, Spark — with more being added regularly.

See the full list at app.philidor.io.


Development

git clone https://github.com/Philidor-Labs/philidor-mcp.git
cd philidor-mcp
npm install
npm start

The server connects to the public Philidor API by default. To use a custom endpoint:

PHILIDOR_API_URL=http://localhost:3003 npm start

Links

  • Philidor Analytics — explore vaults and risk scores
  • Philidor CLI — terminal-based vault intelligence
  • API Documentation — OpenAPI/Swagger docs
  • Risk Methodology — how scores are calculated
  • Smithery — MCP server registry
  • Twitter — updates and announcements

License

MIT

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