I built a MCP Server for stock analysis (9% alpha vs. VOO)
Details
- External ID
- 46402619
- Source
- HN
- Company
- —
- Product
- I built a MCP Server for stock analysis (9% alpha vs. VOO)
- Website domain
- github.com
- Launched
- Dec. 27, 2025
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.2652671755725191
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- Model Context Protocol developer tools
- Vertical
- Fintech
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- mcp server for stock analysis
- Manually corrected
- False
Could you build this?
Partial While writing an MCP server wrapper around stock market APIs is trivial, generating a reliable, verified trading alpha of 9% vs VOO requires deep quantitative finance and algorithmic modeling.
What it would actually take: Building a working MCP server takes Node/Python with the @modelcontextprotocol SDK connected to financial data providers (e.g., Financial Modeling Prep, Polygon.io). However, achieving real market alpha demands backtesting infrastructure (e.g., VectorBT, Backtrader) that accounts for lookahead bias, slippage, and transaction costs, coupled with proprietary quantitative factor models engineered by experienced quant researchers.
Discussion
2 comments analyzed.
Competitors
Other products that read as similar to this one — 160 launches clear the similarity bar, closest 8 shown.
Attention rank: #133 of 161 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 59 days after the earliest competitor.
- My homelab is outperforming the stock market · hn · 2026-05-24 · 14 upvotes · similarity 0.55
- NinethirtyAI · hn · 2026-08-18 · 7 upvotes · similarity 0.44
- I graded 234 stocks on free cash flow (not earnings) · hn · 2026-02-17 · 17 upvotes · similarity 0.43
- calculate-mcp · github · 2026-09-14 · 15 upvotes · similarity 0.43
- PumpProof · hn · 2026-07-27 · 6 upvotes · similarity 0.43
- tradingview-mcp-skill · github · 2026-09-17 · 10 upvotes · similarity 0.43
- 9 years building an open-source financial platform · hn · 2026-01-23 · 5 upvotes · similarity 0.43
- Oddpool: The institutional data layer for prediction markets · yc · 2026-05-11 · 42 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.