Stock Sentiment & Financial Data
Stock sentiment analysis and US equity research tools. Query multi-engine AI sentiment scores, SEC filings, analyst ratings, earnings transcripts, social media sentiment, macro indicators, and price data for 2000+ stocks — all through 26 MCP tools.
References
references/tools.md — full tool reference with parameters and descriptionsreferences/workflows.md — step-by-step research workflows (stock analysis, sentiment, macro, deep search)
Quick Start
No token or registration needed. Free tier: 20 requests/day per IP.
Research a stock:
mcp__alphafactoryx__analyst_overview(symbol="AAPL")
mcp__alphafactoryx__filing_latest(symbol="AAPL", form_type="10-K")
mcp__alphafactoryx__news_articles(symbol="AAPL")
mcp__alphafactoryx__kline(symbol="AAPL")
Search across archives:
mcp__alphafactoryx__filing_search(query="revenue guidance", symbol="AAPL")
mcp__alphafactoryx__analyst_search(query="AI chips")
mcp__alphafactoryx__analyst_transcript_search(query="margin expansion")
Check sentiment:
mcp__alphafactoryx__news_articles(symbol="AAPL")
mcp__alphafactoryx__market_news_articles(symbol="AAPL")
mcp__alphafactoryx__social(symbol="AAPL")
Get macro data:
mcp__alphafactoryx__fred_macro()
Tool Categories
| Category |
Tools |
Key Capabilities |
| Filing |
5 |
Filings (10-K, 10-Q, 8-K, Form 4), full text, full-text search |
| Analyst |
10 |
Articles, news, earnings transcripts, ratings, financials, comments, search |
| News |
2 |
News articles with Grok + DeepSeek + GPT-5 sentiment, search |
| Market News |
2 |
News with per-ticker AI sentiment insights + reasoning, search |
| Social |
3 |
Tweets by engagement, filtered posts, high-engagement threads |
| FRED Macro |
2 |
25 macro indicators (rates, CPI, GDP, VIX, yield curve), series listing |
| OHLCV |
2 |
Daily/hourly/1min price bars, symbol listing |
Authentication
Free tier (no setup): 20 requests/day, 1 req/sec. Just connect and use.
Paid tiers: Set ALPHAFACTORYX_MCP_TOKEN in your env:
| Tier |
Daily |
Rate |
Price |
| Free |
20 |
1/s |
$0 |
| Starter |
200 |
2/s |
$29/mo |
| Pro |
2,000 |
5/s |
$99/mo |
| Enterprise |
10,000 |
10/s |
From $299/mo |
See alphafactoryx.com/pricing for details.
Best Practices
- Cross-reference sources — combine EDGAR, SA, news, sentiment, and price data
- Use search tools — find content across archives by keyword
- Paginate with
offset — most tools support offset for paging through results
- Filing text is truncated — use search tools to find specific sections in long filings
- Use
since for recent data — date filtering on articles, transcripts, and news
Error Handling
| Error |
Action |
| "No data available" / "No filings found" |
Check symbol spelling; try analyst_overview to verify coverage |
| Authentication error |
Check ALPHAFACTORYX_MCP_TOKEN env var |
| Rate limit (429) |
Wait and retry; consider upgrading tier |
| Text truncated |
Use search tools to find specific sections |
| Network timeout |
Check https://mcp.alphafactoryx.com/mcp is accessible |
Data Coverage
- ~2,000 US equities (stocks + ETFs)
- Filing: 10-K, 10-Q, 8-K filings and Form 4 insider trades (full text)
- Analyst: articles, earnings call transcripts, ratings, financials, dividends, estimates
- News: articles with Grok + DeepSeek + GPT-5 sentiment
- Market News: articles with per-ticker AI sentiment insights and reasoning
- Social: tweets with engagement metrics for ~50 stocks (not the full 2000)
- FRED: 25 macro series (Fed Funds, CPI, GDP, unemployment, VIX, yield curve, etc.)
- OHLCV: daily, hourly, 1-minute bars for ~2000 stocks + 6 futures (ES, NQ, YM, RTY, GC, CL)
1---2name: stock-sentiment3description: Stock sentiment analysis and financial data for US equity research. Analyze multi-engine AI sentiment (Grok, DeepSeek, GPT-5), earnings call transcripts, social media sentiment, news insights, FRED macro indicators, and OHLCV prices for 2000+ stocks. Use when researching stocks, checking sentiment, analyzing filings, or exploring market data.4---56# Stock Sentiment & Financial Data78[](https://alphafactoryx.com/skills/stock-sentiment)910Stock sentiment analysis and US equity research tools. Query multi-engine AI sentiment scores, SEC filings, analyst ratings, earnings transcripts, social media sentiment, macro indicators, and price data for 2000+ stocks — all through 26 MCP tools.1112## References1314- `references/tools.md` — full tool reference with parameters and descriptions15- `references/workflows.md` — step-by-step research workflows (stock analysis, sentiment, macro, deep search)1617## Quick Start1819No token or registration needed. Free tier: 20 requests/day per IP.2021**Research a stock:**22```23mcp__alphafactoryx__analyst_overview(symbol="AAPL")24mcp__alphafactoryx__filing_latest(symbol="AAPL", form_type="10-K")25mcp__alphafactoryx__news_articles(symbol="AAPL")26mcp__alphafactoryx__kline(symbol="AAPL")27```2829**Search across archives:**30```31mcp__alphafactoryx__filing_search(query="revenue guidance", symbol="AAPL")32mcp__alphafactoryx__analyst_search(query="AI chips")33mcp__alphafactoryx__analyst_transcript_search(query="margin expansion")34```3536**Check sentiment:**37```38mcp__alphafactoryx__news_articles(symbol="AAPL")39mcp__alphafactoryx__market_news_articles(symbol="AAPL")40mcp__alphafactoryx__social(symbol="AAPL")41```4243**Get macro data:**44```45mcp__alphafactoryx__fred_macro()46```4748## Tool Categories4950| Category | Tools | Key Capabilities |51|----------|-------|-----------------|52| Filing | 5 | Filings (10-K, 10-Q, 8-K, Form 4), full text, full-text search |53| Analyst | 10 | Articles, news, earnings transcripts, ratings, financials, comments, search |54| News | 2 | News articles with Grok + DeepSeek + GPT-5 sentiment, search |55| Market News | 2 | News with per-ticker AI sentiment insights + reasoning, search |56| Social | 3 | Tweets by engagement, filtered posts, high-engagement threads |57| FRED Macro | 2 | 25 macro indicators (rates, CPI, GDP, VIX, yield curve), series listing |58| OHLCV | 2 | Daily/hourly/1min price bars, symbol listing |5960## Authentication6162**Free tier (no setup):** 20 requests/day, 1 req/sec. Just connect and use.6364**Paid tiers:** Set `ALPHAFACTORYX_MCP_TOKEN` in your env:6566| Tier | Daily | Rate | Price |67|------|-------|------|-------|68| Free | 20 | 1/s | $0 |69| Starter | 200 | 2/s | $29/mo |70| Pro | 2,000 | 5/s | $99/mo |71| Enterprise | 10,000 | 10/s | From $299/mo |7273See [alphafactoryx.com/pricing](https://alphafactoryx.com/pricing) for details.7475## Best Practices7677- **Cross-reference sources** — combine EDGAR, SA, news, sentiment, and price data78- **Use search tools** — find content across archives by keyword79- **Paginate with `offset`** — most tools support `offset` for paging through results80- **Filing text is truncated** — use search tools to find specific sections in long filings81- **Use `since` for recent data** — date filtering on articles, transcripts, and news8283## Error Handling8485| Error | Action |86|-------|--------|87| "No data available" / "No filings found" | Check symbol spelling; try `analyst_overview` to verify coverage |88| Authentication error | Check `ALPHAFACTORYX_MCP_TOKEN` env var |89| Rate limit (429) | Wait and retry; consider upgrading tier |90| Text truncated | Use search tools to find specific sections |91| Network timeout | Check https://mcp.alphafactoryx.com/mcp is accessible |9293## Data Coverage9495- ~2,000 US equities (stocks + ETFs)96- Filing: 10-K, 10-Q, 8-K filings and Form 4 insider trades (full text)97- Analyst: articles, earnings call transcripts, ratings, financials, dividends, estimates98- News: articles with Grok + DeepSeek + GPT-5 sentiment99- Market News: articles with per-ticker AI sentiment insights and reasoning100- Social: tweets with engagement metrics for ~50 stocks (not the full 2000)101- FRED: 25 macro series (Fed Funds, CPI, GDP, unemployment, VIX, yield curve, etc.)102- OHLCV: daily, hourly, 1-minute bars for ~2000 stocks + 6 futures (ES, NQ, YM, RTY, GC, CL)
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