MAHORAGA

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MAHORAGA is an AI Agents & Automation tool that functions as an autonomous trading agent. It uses social sentiment analysis and AI to learn, grow, and adapt, running 24/7 on Cloudflare Workers.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is MAHORAGA?

MAHORAGA is an autonomous trading agent powered by social sentiment analysis and AI, designed to operate 24/7 on Cloudflare Workers. It monitors social sentiment from platforms like StockTwits and Reddit, leveraging multiple LLM providers (OpenAI, Anthropic, Google, xAI, DeepSeek via AI SDK or Cloudflare AI Gateway) to analyze signals and execute trades through Alpaca. The system supports crypto trading, options, and includes features like staleness detection, pre-market analysis, and Discord notifications for BUY signals. Its pluggable strategy system allows users to create custom strategies without modifying core files, offering flexibility in gatherers, prompts, and entry/exit rules. The tool is provided for educational and informational purposes, emphasizing risk management with features like paper trading, kill switches, and position limits.

Best used for

Ideal for developers and quantitative traders who need to automate trading decisions based on real-time social sentiment analysis and advanced AI models. Especially valuable for those looking to build and customize their own autonomous trading agents for cryptocurrencies and options, with robust risk management features.

Common actions

automate trading strategies

analyze social sentiment

execute AI-driven trades

develop custom trading bots

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Capabilities

Key features

24/7 autonomous operation
Multi-source sentiment analysis
Multi-provider LLM support
Alpaca trade execution
Pluggable strategy system
Crypto trading support
Options trading support

Target Audience

quantitative tradersalgorithmic developersfinancial analystsai/ml engineers

Integrations

alpacastocktwitsreddittwitteropenaianthropicgooglexai+ 3 more

Pricing & Plans

Open Source

Free

FAQs

What LLM providers does MAHORAGA support?

MAHORAGA supports multiple LLM providers including OpenAI, Anthropic, Google, xAI, and DeepSeek. It can integrate these via the AI SDK or Cloudflare AI Gateway, offering flexibility in choosing the underlying AI model for sentiment analysis and trading decisions.

Can MAHORAGA be customized for specific trading strategies?

Yes, MAHORAGA features a pluggable strategy system. Users can create custom gatherers, prompts, and entry/exit rules without modifying the core files. This allows for highly tailored trading logic based on individual preferences and market insights.

Does MAHORAGA support paper trading for testing strategies?

Yes, MAHORAGA supports paper trading through Alpaca. By setting the ALPACA_PAPER environment variable to 'true', users can test their trading strategies in a simulated environment without risking real capital, which is highly recommended for development and learning.

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Also listed in

This tool also appears in

Finance › Financial Data & Research Data & Analytics › Market Research Data & Analytics › Predictive Analytics Marketing & Growth › Social Media Finance › Trading & Investments

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