Data Science & ML MCP Servers

Brave Search

Enables web searches using the Brave Search API within a Model Context Protocol environment.

Stripe by CData

Enables querying live Stripe data with natural language via CData JDBC Driver and Model Context Protocol (MCP).

Petstore

Provides a comprehensive Model Context Protocol implementation for the Swagger Petstore API, including both server and client systems for seamless agent integration.

MemoryMind

Enables AI chat applications to maintain persistent memory of user facts across sessions using the Model Context Protocol.

Noctua

Facilitates GO-CAM model editing through a standardized Model Context Protocol (MCP) interface for AI agents.

Research Assistant for Insurance Policy Design

A multi-agent NLP system analyzes, summarizes, and compares insurance policy documents, enabling intelligent document understanding, semantic search, and comparative analysis between Tunisian and international insurance standards.

Database

Provides a production-ready Model Context Protocol interface for SQL databases, enabling AI agents to interact with MySQL, MariaDB, PostgreSQL, and SQLite.

Auto News

Automates Indonesian stock market news analysis by scraping articles, indexing them with semantic search, and enabling AI assistant queries.

Portainer

Exposes Portainer environment data to AI models via the Model Context Protocol, with enhanced support for regular Docker Compose stacks.

iFlow

Empowers AI agents with core modules and skills for desktop automation, browser control, multi-agent collaboration, memory systems, and secure communication channels.

Soundgrep

Orchestrates multi-agent AI for music production, enabling semantic sample search, MIDI generation, stem separation, and Ableton control.

MSP Music Pipeline

Automates AI-powered audio production from raw tracks to streaming-ready masters.

Climate

Provides access to long-term climate projections and multi-model temperature comparisons for any location using the Open-Meteo Climate API.

CommerceAI Agent

Automates e-commerce operations with a multi-agent AI system managing inventory, pricing, customer service, and marketing.

Krypteia

Orchestrate over 580 modular cybersecurity utilities through a single, intelligent command suite for ethical security operations and AI-assisted analysis.