Data Science & ML MCP Servers

Arxiv Search

Enables LLMs to search and retrieve academic papers from arXiv, providing cleaned titles, abstracts, and content.

Strava

Enables Claude to interact with Strava data, providing access to activities, details, kudos, and laps.

Tavily

Enables AI systems to access and interact with real-time web information through search, extraction, mapping, and crawling tools.

Laravel Model Context Protocol

Provides a Laravel package for interacting with Model Context Protocol (MCP) servers and implementing MCP servers.

Gemini AI Protocol

Establishes a Model Control Protocol server with integrated Google Gemini LLM capabilities for AI application development.

Authorize.Net

Enables Large Language Models (LLMs) to query live Authorize.Net data using natural language.

UK Explr

Transforms UK census and other bulk data into a unified statistical lookup table, enabling multi-resolution geospatial and demographic analysis through a flexible query interface.

Healthcare

Builds natural language interfaces for database operations using NestJS, MongoDB, and OpenAI, demonstrating Model Context Protocol for conversational AI with RAG integration and automated task execution.

Practice Js

Provides weather information tools for AI assistants via a Model Context Protocol (MCP) server implementation in TypeScript.

Vibe PM Agent

Transforms feature ideas into executive-ready business cases by providing consulting-grade strategic business analysis and real-time market intelligence.

MultiBaas

Enables AI assistants to interact with blockchain data and smart contracts through the MultiBaas platform.

Postgres

Provides secure, read-only access to PostgreSQL databases for AI assistants and MCP clients, enabling schema inspection and safe query execution.

Spring Boot AI

Provides a production-ready Model Context Protocol server built with Spring Boot, featuring reactive architecture, JWT authentication, and Docker containerization.

UIForge

Facilitates AI-driven UI generation by scaffolding frontend applications, creating style-aware components, generating interactive prototypes, rendering design mockups, and synchronizing design tokens with Figma.

CTPP

Integrates Census Transportation Planning Products (CTPP) API data, covering commuting and journey-to-work statistics, directly into MCP-compatible AI clients.

FusionPact

Provides an agent-native retrieval engine that combines hybrid vector, reasoning, and memory capabilities specifically for AI agents.

LocalSynapse

Perform AI-powered local file searches on Windows, locating documents by their content and meaning entirely offline.

Memory Layer

Augments data warehouses with a memory layer to help Large Language Models generate more accurate SQL by providing context beyond raw schema metadata.

Teamfight Tactics

Integrates AI assistants with Teamfight Tactics game data for comprehensive analysis and personalized coaching.

Crypto Monitor

Integrates live cryptocurrency market data into Athena AI as an interactive, sortable widget.