Data Science & ML MCP 服务器

Webustler

Extracts clean, LLM-ready markdown content from any URL, automatically bypassing anti-bot protections like Cloudflare.

SQLite

Enables AI-powered interaction with SQLite databases for querying, creation, analysis, and visualization.

Dice Rolling

Provides comprehensive dice rolling capabilities with advanced gaming mechanics for AI assistants via a Model Context Protocol server.

Vector

Manages standardized collection operations across multiple vector database technologies for AI agents.

McPortfolio

Provides 9 specialized tools for LLM-driven portfolio optimization using natural language, covering strategies from mean-variance to machine learning approaches.

Sequential Thinking Ultra

Enhances sequential thinking with the Ultra Think methodology to provide a structured approach to complex problem-solving through sequential reasoning steps.

Frankfurter

Exposes the Frankfurter API for currency exchange rates as tools for language model agents using the Model Context Protocol.

SAP Datasphere

Enables AI assistants with seamless, intelligent access to SAP Datasphere APIs for comprehensive data exploration and management.

Volume Wall Detector

Detects real-time stock trading volume imbalances and significant price levels using MongoDB storage.

Code Graph Context

Parses TypeScript projects, builds rich code graphs in Neo4j, and provides deep contextual understanding for Large Language Models through semantic search and graph traversal.

SEC

Accesses SEC EDGAR data through the Model Context Protocol with real-time data streaming.

Tempo

Enables AI agents to execute autonomous stablecoin payments on the Tempo blockchain.

Search Stock News

Enables real-time stock news search with customizable filters using the Tavily API and Model Context Protocol (MCP).

Agents MCP Usage

Demonstrates the use of a Model Context Protocol (MCP) server with various agent frameworks like Google ADK, LangGraph, OpenAI Agents, and Pydantic-AI.

HopperPy

Provides a Python-based server for Hopper Disassembler, enabling advanced binary analysis and interaction.

BMAD

Orchestrates multi-agent workflows and intelligent task management for software development, integrating with OpenRouter and cross-IDE environments.

Pitchlense

Analyze startup investment risks using AI-powered assessment across multiple categories, leveraging the Model Context Protocol.

Korea Stock Analyzer

Analyzes Korean stock market data using strategies from six legendary investors for comprehensive insights.

Persistproc

Enables large language models to manage and inspect long-running development processes.

Masumi

Connects AI clients to the Masumi Network for decentralized agent discovery, hiring, monitoring, and payment.