Data Science & ML MCP Servers

Stock Market

Retrieves daily stock market data from the Alpha Vantage API through a Model Context Protocol (MCP) interface.

Wagyu Sports

Provides access to sports betting data from The Odds API for use with Model Context Protocol (MCP) compatible AI assistants.

Amazon Redshift by CData

Connects Amazon Redshift data to Claude Desktop using CData JDBC Drivers.

eStat

Enables generative AI to interact with the Japanese government's e-Stat API.

Orchestrica

Orchestrates and manages multiple AI agents built on Agentica for scalable, LLM-centric interactions.

AI Book Agent

Empowers AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.

NebulaFinger

Empowers large language models with the ability to perform web and service fingerprinting.

Polarsteps

Enables AI models to interact with the Polarsteps API for fetching travel data, trip information, and user profiles.

Universal Image Generator

Generates high-quality images and performs transformations using multiple AI providers such as Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian, accessible via MCP-compatible applications.

Fetch

Fetches web content for Large Language Models, bypassing robots.txt restrictions.

Delpha

Provides an AI-driven server for comprehensive data quality assessment and enrichment within MCP-compatible environments.

E*TRADE

Integrates E*TRADE functionalities, providing a comprehensive server for OAuth authentication, account management, risk calculations, watch lists, and trading guardrails.

Blender

Integrates Blender with Claude AI for prompt-assisted 3D modeling, scene creation, and manipulation.

DeepBoner

Provides AI-powered deep research and evidence synthesis for sexual health topics across multiple biomedical sources.

Ace

Provides a Model Context Protocol server enabling AI assistants with powerful codebase indexing and semantic search capabilities.

Internal AI Bridge

Connects internal AI platforms, accessible via webhooks, to OpenWebUI and other Model Context Protocol (MCP) clients.

BigRack

Extends AI development tools with advanced task/project management and persistent context capabilities for complex projects.

Dutch Law

Provides AI assistants with structured access to a comprehensive database of Dutch legal information including statutes, court decisions, parliamentary documents, and EU cross-references.

SecurityForge

Automates the generation of attack payloads, detects Web Application Firewalls, and integrates with AI assistants for comprehensive offensive security testing.

GuardianShield

Provides a universal AI security layer for content moderation, PII protection, injection defense, and comprehensive audit logging.