#algorithm

With Alpaca's MCP server, you can: * Build simple and complex trading strategies for stocks and options using natural language with your Alpaca account * Pull real-time and historical market data for stocks and options, including stock prices, contract prices, and the Greeks, without switching tools * Manage your portfolio including tracking investments, monitoring positions, and creating watchlists, all in one place * Switch easily between your paper and live trading accounts

AI Reasoning Framework for Scientific Research

DSAengine is a high-performance Rust-powered algorithm engine built for modern AI agents and developer workflows. It delivers production-ready DSA APIs with memory-safe execution, fast iterative logic, and explainable complexity output in every response. Instead of rebuilding algorithms from scratch, teams can plug in robust endpoints for graphs, DP, trees, arrays, and more, then ship faster with lower runtime risk. With secure key-based access, Swagger docs, and deployment-ready architecture, DSAengine bridges interview-grade logic and real-world backend reliability. In short: Rust speed, safety, and scalability for algorithm intelligence at production scale.

An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetcode.cn sites.

Multi-Agent AI Orchestration Workshop

Composer's MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you

Real-time L2 orderbook physics engine for crypto & US equities. Detects institutional spoofing, BUY_ABSORPTION, and LIQUIDITY_EVENT signals with 15-30s lead time over price action. Audited live by Manus AI (0.99 confidence on flash crash detection). The only MCP server with Behavioral Court verdict engine — tells your AI agent not just what the market is doing, but what whales are doing right now.