MarketPulse
Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends for analysis, alerts, and reporting.
About this skill
MarketPulse provides comprehensive access to real-time and historical financial market data for AI agents. It integrates diverse data points for both traditional equities and cryptocurrencies, including price movements, key market metrics, insider trades, analyst estimates, SEC filings, and earnings reports. This skill is designed to empower autonomous agents to perform sophisticated financial analysis, monitor market trends, and automate data collection for investment decisions. It acts as a unified data source, simplifying the process of gathering critical financial intelligence across multiple asset classes with a single API key. Users can leverage MarketPulse for tasks ranging from tracking personal portfolios and conducting in-depth investment research to market screening based on custom criteria and developing automated financial reporting systems.
Best use case
The primary use case for MarketPulse is to enable AI agents to fetch and analyze financial market data programmatically. This benefits financial analysts, algorithmic traders, data scientists, and developers who need to integrate up-to-date or historical financial information into their applications, trading strategies, or automated reporting tools. It provides the raw data necessary for informed decision-making and operational automation in the financial sector.
Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends for analysis, alerts, and reporting.
Users should expect to receive structured JSON or CSV data containing requested financial metrics, historical prices, or market trends for specified assets.
Practical example
Example input
"Get BTC, ETH prices alongside AAPL, NVDA stock data for my portfolio"
Example output
[{"ticker": "BTC", "price": 68500.00, "timestamp": "2024-05-15T10:30:00Z"}, {"ticker": "ETH", "price": 3800.00, "timestamp": "2024-05-15T10:30:00Z"}, {"ticker": "AAPL", "price": 170.25, "timestamp": "2024-05-15T10:30:00Z"}, {"ticker": "NVDA", "price": 900.50, "timestamp": "2024-05-15T10:30:00Z"}]When to use this skill
- When you need real-time or historical stock and cryptocurrency prices.
- For in-depth investment research, including insider trades, earnings, and analyst estimates.
- To screen markets based on specific financial criteria (e.g., P/E ratio, revenue growth).
- For building automated financial reporting or alert systems.
When not to use this skill
- If your task does not involve financial market data, equities, or cryptocurrencies.
- If you require complex statistical modeling or advanced AI-driven analysis to be performed by the skill itself, rather than just providing data.
- If you do not have or cannot obtain an AISA_API_KEY.
- For non-financial data retrieval tasks.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/financial-data/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How MarketPulse Compares
| Feature / Agent | MarketPulse | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | easy | N/A |
Frequently Asked Questions
What does this skill do?
Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends for analysis, alerts, and reporting.
How difficult is it to install?
The installation complexity is rated as easy. You can find the installation instructions above.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# OpenClaw Market 📊
**Complete market data for autonomous agents. Powered by AIsa.**
One API key. Stocks + Crypto + Financials. Everything you need.
## 🔥 What Can You Do?
### Cross-Asset Portfolio
```
"Get BTC, ETH prices alongside AAPL, NVDA stock data for my portfolio"
```
### Investment Research
```
"Full analysis: NVDA price trends, insider trades, analyst estimates, SEC filings"
```
### Crypto Tracking
```
"Real-time prices for BTC, ETH, SOL with 30-day historical charts"
```
### Earnings Analysis
```
"Get Tesla earnings reports, analyst estimates, and price reaction"
```
### Market Screening
```
"Find stocks with P/E < 15 and revenue growth > 20%"
```
### Whale Watching
```
"Track insider trades at Apple and correlate with price movements"
```
## Quick Start
```bash
export AISA_API_KEY="your-key"
```
---
## 🏦 Traditional Finance
### Stock Prices
```bash
# Historical price data (daily)
curl "https://api.aisa.one/apis/v1/financial/prices?ticker=AAPL&interval=day&interval_multiplier=1&start_date=2025-01-01&end_date=2025-12-31" \
-H "Authorization: Bearer $AISA_API_KEY"
# Weekly price data
curl "https://api.aisa.one/apis/v1/financial/prices?ticker=AAPL&interval=week&interval_multiplier=1&start_date=2025-01-01&end_date=2025-12-31" \
-H "Authorization: Bearer $AISA_API_KEY"
# Minute-level data (intraday)
curl "https://api.aisa.one/apis/v1/financial/prices?ticker=AAPL&interval=minute&interval_multiplier=5&start_date=2025-01-15&end_date=2025-01-15" \
-H "Authorization: Bearer $AISA_API_KEY"
```
**Parameters:**
- `ticker`: Stock symbol (required)
- `interval`: `second`, `minute`, `day`, `week`, `month`, `year` (required)
- `interval_multiplier`: Multiplier for interval, e.g., 5 for 5-minute bars (required)
- `start_date`: Start date YYYY-MM-DD (required)
- `end_date`: End date YYYY-MM-DD (required)
### Company News
```bash
# Get news by ticker
curl "https://api.aisa.one/apis/v1/financial/news?ticker=AAPL&limit=10" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Financial Statements
```bash
# All financial statements
curl "https://api.aisa.one/apis/v1/financial/financial_statements/all?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
# Income statements
curl "https://api.aisa.one/apis/v1/financial/financial_statements/income?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
# Balance sheets
curl "https://api.aisa.one/apis/v1/financial/financial_statements/balance?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
# Cash flow statements
curl "https://api.aisa.one/apis/v1/financial/financial_statements/cash?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Financial Metrics
```bash
# Real-time financial metrics snapshot
curl "https://api.aisa.one/apis/v1/financial/financial-metrics/snapshot?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
# Historical financial metrics
curl "https://api.aisa.one/apis/v1/financial/financial-metrics?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Analyst Estimates
```bash
# Earnings per share estimates
curl "https://api.aisa.one/apis/v1/financial/analyst/eps?ticker=AAPL&period=annual" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Insider Trading
```bash
# Get insider trades
curl "https://api.aisa.one/apis/v1/financial/insider/trades?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Institutional Ownership
```bash
# Get institutional ownership
curl "https://api.aisa.one/apis/v1/financial/institutional/ownership?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### SEC Filings
```bash
# Get SEC filings
curl "https://api.aisa.one/apis/v1/financial/sec/filings?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
# Get SEC filing items
curl "https://api.aisa.one/apis/v1/financial/sec/items?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Company Facts
```bash
# Get company facts by CIK
curl "https://api.aisa.one/apis/v1/financial/company/facts?ticker=AAPL" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Stock Screener
```bash
# Screen for stocks matching criteria
curl -X POST "https://api.aisa.one/apis/v1/financial/search/stock" \
-H "Authorization: Bearer $AISA_API_KEY" \
-H "Content-Type: application/json" \
-d '{"filters":{"pe_ratio":{"max":15},"revenue_growth":{"min":0.2}}}'
```
### Interest Rates
```bash
# Current interest rates
curl "https://api.aisa.one/apis/v1/financial/interest_rates/snapshot" \
-H "Authorization: Bearer $AISA_API_KEY"
# Historical interest rates
curl "https://api.aisa.one/apis/v1/financial/interest_rates/historical?bank=fed" \
-H "Authorization: Bearer $AISA_API_KEY"
```
---
## ₿ Cryptocurrency
### Real-Time Price Snapshot
```bash
# Get current BTC price (use ticker format: SYMBOL-USD)
curl "https://api.aisa.one/apis/v1/financial/crypto/prices/snapshot?ticker=BTC-USD" \
-H "Authorization: Bearer $AISA_API_KEY"
# Get current ETH price
curl "https://api.aisa.one/apis/v1/financial/crypto/prices/snapshot?ticker=ETH-USD" \
-H "Authorization: Bearer $AISA_API_KEY"
# Get current SOL price
curl "https://api.aisa.one/apis/v1/financial/crypto/prices/snapshot?ticker=SOL-USD" \
-H "Authorization: Bearer $AISA_API_KEY"
# Get TRUMP token price
curl "https://api.aisa.one/apis/v1/financial/crypto/prices/snapshot?ticker=TRUMP-USD" \
-H "Authorization: Bearer $AISA_API_KEY"
```
**Note:** Crypto tickers use format `SYMBOL-USD` (e.g., `BTC-USD`, `ETH-USD`).
### Historical Price Data
```bash
# Get BTC historical prices (daily)
curl "https://api.aisa.one/apis/v1/financial/crypto/prices?ticker=BTC-USD&interval=day&interval_multiplier=1&start_date=2025-01-01&end_date=2025-01-31" \
-H "Authorization: Bearer $AISA_API_KEY"
# Get ETH hourly data
curl "https://api.aisa.one/apis/v1/financial/crypto/prices?ticker=ETH-USD&interval=minute&interval_multiplier=60&start_date=2025-01-15&end_date=2025-01-16" \
-H "Authorization: Bearer $AISA_API_KEY"
```
### Supported Cryptocurrencies
| Ticker | Name |
|--------|------|
| BTC-USD | Bitcoin |
| ETH-USD | Ethereum |
| SOL-USD | Solana |
| BNB-USD | Binance Coin |
| XRP-USD | Ripple |
| DOGE-USD | Dogecoin |
| ADA-USD | Cardano |
| AVAX-USD | Avalanche |
| DOT-USD | Polkadot |
| MATIC-USD | Polygon |
| LINK-USD | Chainlink |
| UNI-USD | Uniswap |
| ATOM-USD | Cosmos |
| LTC-USD | Litecoin |
| TRUMP-USD | Trump Token |
| ... | And many more |
---
## Python Client
```bash
# ==================== Stock Data ====================
# Note: start_date and end_date are REQUIRED for prices
python3 {baseDir}/scripts/market_client.py stock prices --ticker AAPL --start 2025-01-01 --end 2025-01-31
python3 {baseDir}/scripts/market_client.py stock prices --ticker AAPL --start 2025-01-01 --end 2025-01-31 --interval week
python3 {baseDir}/scripts/market_client.py stock news --ticker AAPL --count 10
# ==================== Financial Statements ====================
python3 {baseDir}/scripts/market_client.py stock statements --ticker AAPL --type all
python3 {baseDir}/scripts/market_client.py stock statements --ticker AAPL --type income
python3 {baseDir}/scripts/market_client.py stock statements --ticker AAPL --type balance
python3 {baseDir}/scripts/market_client.py stock statements --ticker AAPL --type cash
# ==================== Metrics & Analysis ====================
python3 {baseDir}/scripts/market_client.py stock metrics --ticker AAPL
python3 {baseDir}/scripts/market_client.py stock analyst --ticker AAPL
# ==================== Insider & Institutional ====================
python3 {baseDir}/scripts/market_client.py stock insider --ticker AAPL
python3 {baseDir}/scripts/market_client.py stock ownership --ticker AAPL
# ==================== SEC Filings ====================
python3 {baseDir}/scripts/market_client.py stock filings --ticker AAPL
# ==================== Stock Screener ====================
python3 {baseDir}/scripts/market_client.py stock screen --pe-max 15 --growth-min 0.2
# ==================== Interest Rates ====================
python3 {baseDir}/scripts/market_client.py stock rates
python3 {baseDir}/scripts/market_client.py stock rates --historical
# ==================== Crypto Data ====================
# Note: Use ticker format SYMBOL-USD (or just SYMBOL, auto-converted)
python3 {baseDir}/scripts/market_client.py crypto snapshot --ticker BTC-USD
python3 {baseDir}/scripts/market_client.py crypto snapshot --ticker ETH # Auto-converts to ETH-USD
python3 {baseDir}/scripts/market_client.py crypto historical --ticker BTC-USD --start 2025-01-01 --end 2025-01-31
python3 {baseDir}/scripts/market_client.py crypto portfolio --tickers BTC-USD,ETH-USD,SOL-USD
```
---
## API Endpoints Reference
### Traditional Finance
| Endpoint | Method | Description |
|----------|--------|-------------|
| `/financial/prices` | GET | Historical stock prices (requires interval params) |
| `/financial/news` | GET | Company news by ticker |
| `/financial/financial_statements/all` | GET | All financial statements |
| `/financial/financial_statements/income` | GET | Income statements |
| `/financial/financial_statements/balance` | GET | Balance sheets |
| `/financial/financial_statements/cash` | GET | Cash flow statements |
| `/financial/financial-metrics/snapshot` | GET | Real-time financial metrics |
| `/financial/financial-metrics` | GET | Historical metrics |
| `/financial/analyst/eps` | GET | EPS estimates |
| `/financial/insider/trades` | GET | Insider trades |
| `/financial/institutional/ownership` | GET | Institutional ownership |
| `/financial/sec/filings` | GET | SEC filings |
| `/financial/sec/items` | GET | SEC filing items |
| `/financial/company/facts` | GET | Company facts |
| `/financial/search/stock` | POST | Stock screener |
| `/financial/interest_rates/snapshot` | GET | Current interest rates |
| `/financial/interest_rates/historical` | GET | Historical rates |
### Cryptocurrency
| Endpoint | Method | Description |
|----------|--------|-------------|
| `/financial/crypto/prices/snapshot` | GET | Real-time price snapshot |
| `/financial/crypto/prices` | GET | Historical OHLCV data |
---
## Pricing
| API | Cost |
|-----|------|
| Stock prices | ~$0.001 |
| Company news | ~$0.001 |
| Financial statements | ~$0.002 |
| Analyst estimates | ~$0.002 |
| SEC filings | ~$0.001 |
| Crypto snapshot | ~$0.0005 |
| Crypto historical | ~$0.001 |
Every response includes `usage.cost` and `usage.credits_remaining`.
---
## Get Started
1. Sign up at [aisa.one](https://aisa.one)
2. Get your API key
3. Add credits (pay-as-you-go)
4. Set environment variable: `export AISA_API_KEY="your-key"`
## Full API Reference
See [API Reference](https://aisa.mintlify.app/api-reference/introduction) for complete endpoint documentation.Related Skills
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