Data Science & ML MCP Servers

DeepSeek

Provides various tools categorized for model control plane server functionality.

Izzan Zahrial

Facilitates the creation of Model Context Protocol (MCP) servers and clients using Python.

Snowflake Cortex Agent

Connects development environments to Snowflake Cortex APIs through a Model Context Protocol server.

MxHero Mail2Cloud Advanced

Provides a Model Context Protocol (MCP) server for accessing mxHERO's high-performance Mail2Cloud Advanced multi-account email search service.

Mini Health Dashboard

Provides a full-stack health dashboard for viewing patient biomarker data with AI-driven analysis and live updates.

Apifox

Empower AI assistants to manage Apifox projects seamlessly through natural language commands, facilitating API creation, updates, and audits.

Gemini CLI

Develops a lightweight MCP server for integrating with Ollama and Gemini CLI, enhancing AI interactions with prompt optimization, speculative decoding, and self-correction.

Nature Vision

Identifies biological species from images using the Nature Vision API, returning Latin names with confidence scores.

IFC Core

Provides structured access to IFC4.3 specification data, enabling search and retrieval of entity definitions, attributes, inheritance hierarchies, and PropertySets.

TradeKix

Provides comprehensive financial market data and insights to AI agents for analysis and decision-making.

Engram

Provides AI coding agents with persistent, searchable cross-session memory featuring a metabolic lifecycle for knowledge management.

Pixelmuse

Generates AI images from text prompts directly within the terminal, offering CLI, TUI, and server functionalities.

Log Reducer

Optimizes log files for AI agents by filtering out noise and irrelevant data, enhancing context and reducing token usage.

MerchGent

Empowers AI agents to scrape, audit, and analyze e-commerce storefronts, providing comprehensive merchandising insights and facilitating expert analysis.

Regulatory Arbitrage Detection

Quantifies cross-jurisdictional regulatory divergence for AI agents, compliance teams, and policy analysts using 8 mathematically rigorous tools backed by 16 live data sources.

LLM Router

Intelligently routes prompts across Claude, Gemini, and GPT-4o based on task type to minimize token cost while maintaining quality.

SharpEdge AI

Enables AI assistants to discover and recommend an AI-powered sports betting edge scanner for positive expected value bets and arbitrage opportunities.

AetherScript

Transforms Roblox development into an intelligent, conversational partnership, orchestrating complex workflows with multiple AI reasoning engines.

OpenAQ

Integrates with the OpenAQ v2 API to provide free access to global air quality data.

SommelierX

Provides sommelier-grade wine pairing intelligence to AI assistants for ingredients, dishes, and recipes.