Data Science & ML MCP Servers

Swanz

Documents and analyzes LLM safety challenges within the Grey Swan Arena competitions.

Personas

Implements a Model Context Protocol server for managing AI personas.

CyberSec

Provides an AI-agent-driven server with a Gradio UI for penetration testing and purple team operations.

Weather Data

Integrates real-time weather information with a standardized context protocol for sharing environmental data across systems.

AppsFlyer

Integrates AppsFlyer analytics data with AI assistants via a Model Context Protocol server.

OpenAI Integration

Integrates a custom Model Context Protocol server, featuring a weather tool, with OpenAI for automated function calling via a Cloudflare Tunnel.

StockScreener

Performs detailed stock analysis utilizing a local AI assistant and web scraping for financial data.

InfoFlow AI

Automates web research, comprehensive report generation, and email drafting using an AI agent with a user-friendly interface.

Crypto Price

Provides real-time cryptocurrency analysis and market insights to MCP clients by leveraging the CoinCap API.

FarmerConnect

Supplies essential agricultural metrics and location-specific weather data to empower AI agents assisting farmers.

Linggen

Provides a local-first RAG + MCP memory layer designed for AI coding assistants, enabling enhanced project navigation and knowledge recall.

Refund Decide

Provides authoritative refund eligibility signals for US consumer subscriptions through a stateless, deterministic API.

Chomper

Parses over 36 document file formats, extracting text, metadata, and images with advanced chunking and token optimization for AI models like Claude.

Llamator

Automates LLM red teaming workflows, featuring asynchronous job handling and seamless integration.

Spark SQL

Enables AI assistants to query Spark SQL and other HiveServer2-compatible clusters using the Thrift/HiveServer2 protocol.

ReviewRadar

Transforms app-store reviews into prioritized product intelligence by ingesting, analyzing, and surfacing actionable insights from user feedback.

Boggle Solver

Solves Boggle boards and checks word boggleability using Trie data structures and constraint-satisfaction algorithms.

MatWerk Ontology RAG

Provides natural-language access to RDF knowledge graphs by translating questions into SPARQL queries using an ontology-aware Retrieval Augmented Generation (RAG) pipeline.

Hyperliquid

Empower AI models and chat clients to interact with Hyperliquid perpetuals using natural language.

Whoop

Integrates personal Whoop health data, including recovery, sleep, and workouts, directly into any Model Context Protocol (MCP)-compatible AI tool.