Philidor DeFi Vault Risk Analytics
数据与存储by philidor-labs
可搜索 700+ 个 DeFi vault,比较风险评分并分析各类 protocol,全程无需 API key。
什么是 Philidor DeFi Vault Risk Analytics?
可搜索 700+ 个 DeFi vault,比较风险评分并分析各类 protocol,全程无需 API key。
README
Philidor MCP Server
DeFi vault risk analytics for AI agents
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
</div>Why Philidor?
Most DeFi data tools give you raw numbers. Philidor gives your AI agent institutional-grade risk intelligence.
| Feature | Philidor | DefiLlama MCP | Generic 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.
| Parameter | Type | Description |
|---|---|---|
query | string | Search by vault name, symbol, asset, protocol, or curator |
chain | string | Filter by chain (Ethereum, Base, Arbitrum, ...) |
protocol | string | Filter by protocol ID (morpho, aave-v3, yearn-v3, beefy, spark) |
asset | string | Filter by asset symbol (USDC, WETH, ...) |
riskTier | string | Filter by risk tier: Prime, Core, or Edge |
minTvl | number | Minimum TVL in USD |
sortBy | string | Sort field: tvl_usd, apr_net, name |
sortOrder | string | Sort order: asc or desc |
limit | number | Max 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.
| Parameter | Type | Description |
|---|---|---|
id | string | Vault ID (e.g. morpho-ethereum-0x...) |
network | string | Network slug (ethereum, base, arbitrum) |
address | string | Vault 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.
| Parameter | Type | Description |
|---|---|---|
network | string | Network slug |
address | string | Vault contract address |
compare_vaults
Side-by-side comparison of 2–3 vaults on TVL, APR, risk score, risk tier, and audit status.
| Parameter | Type | Description |
|---|---|---|
vaults | array | Array of 2–3 objects with network and address |
find_safest_vaults
Find the top 10 audited, high-confidence vaults sorted by risk score.
| Parameter | Type | Description |
|---|---|---|
asset | string | Filter by asset symbol |
chain | string | Filter by chain name |
minTvl | number | Minimum TVL in USD |
get_protocol_info
Protocol details including TVL, vault count, versions, auditors, bug bounties, and security incidents.
| Parameter | Type | Description |
|---|---|---|
protocolId | string | Protocol ID (morpho, aave-v3, yearn-v3, beefy, spark) |
get_curator_info
Curator details including managed vaults, TVL, chain distribution, and performance metrics.
| Parameter | Type | Description |
|---|---|---|
curatorId | string | Curator 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.
| Parameter | Type | Description |
|---|---|---|
score | number | Risk 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
| URI | Description |
|---|---|
philidor://methodology | The Vector Risk Framework v4.1 documentation |
philidor://supported-chains | Supported blockchain networks with vault counts |
philidor://supported-protocols | Supported DeFi protocols with TVL data |
Prompts
| Prompt | Description |
|---|---|
vault_due_diligence | Comprehensive due diligence report for a vault |
portfolio_risk_assessment | Portfolio-level risk analysis across positions |
defi_yield_comparison | Yield 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:
| Control | Score |
|---|---|
| Immutable contract | 10/10 |
| 7+ day timelock | 9/10 |
| No timelock | 1/10 |
Risk Tiers
| Tier | Score | Meaning |
|---|---|---|
| Prime | 8.0–10.0 | Institutional-grade — mature code, multiple audits, safe governance |
| Core | 5.0–7.9 | Moderate safety — audited but newer or flexible governance |
| Edge | 0.0–4.9 | Higher 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
| Interface | Description | Link |
|---|---|---|
| CLI | Terminal-based vault intelligence — scriptable, pipeable, agent-sandboxed | philidor-cli |
| OpenClaw Skill | Skill definition for the OpenClaw agent platform | npm |
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
常见问题
Philidor DeFi Vault Risk Analytics 是什么?
可搜索 700+ 个 DeFi vault,比较风险评分并分析各类 protocol,全程无需 API key。
相关 Skills
迁移架构师
by alirezarezvani
为数据库、API 与基础设施迁移制定分阶段零停机方案,提前校验兼容性与风险,生成回滚策略、验证关卡和时间线,适合复杂系统平滑切换。
✎ 做数据库与存储迁移时,用它统一梳理表结构和数据搬迁流程,架构视角更完整,复杂迁移也更稳。
数据库建模
by alirezarezvani
把需求梳理成关系型数据库表结构,自动生成迁移脚本、TypeScript/Python 类型、种子数据、RLS 策略和索引方案,适合多租户、审计追踪、软删除等后端建模与 Schema 评审场景。
✎ 把数据库结构设计、ER图梳理和SQL建模放到一处,复杂业务也能快速统一数据模式,少走不少返工弯路。
资深数据工程师
by alirezarezvani
聚焦生产级数据工程,覆盖 ETL/ELT、批处理与流式管道、数据建模、Airflow/dbt/Spark 优化和数据质量治理,适合设计数据架构、搭建现代数据栈与排查性能问题。
✎ 复杂数据管道、ETL/ELT 和治理难题交给它,凭 Spark、Airflow、dbt 等现代数据栈经验,能更稳地搭起可扩展的数据基础设施。
相关 MCP Server
PostgreSQL 数据库
编辑精选by Anthropic
PostgreSQL 是让 Claude 直接查询和管理你的数据库的 MCP 服务器。
✎ 这个服务器解决了开发者需要手动编写 SQL 查询的痛点,特别适合数据分析师或后端开发者快速探索数据库结构。不过,由于是参考实现,生产环境使用前务必评估安全风险,别指望它能处理复杂事务。
SQLite 数据库
编辑精选by Anthropic
SQLite 是让 AI 直接查询本地数据库进行数据分析的 MCP 服务器。
✎ 这个服务器解决了 AI 无法直接访问 SQLite 数据库的问题,适合需要快速分析本地数据集的开发者。不过,作为参考实现,它可能缺乏生产级的安全特性,建议在受控环境中使用。
Firecrawl 智能爬虫
编辑精选by Firecrawl
Firecrawl 是让 AI 直接抓取网页并提取结构化数据的 MCP 服务器。
✎ 它解决了手动写爬虫的麻烦,让 Claude 能直接访问动态网页内容。最适合需要实时数据的研究者或开发者,比如监控竞品价格或抓取新闻。但要注意,它依赖第三方 API,可能涉及隐私和成本问题。