Data Science & ML MCP Servers

Supabase Data Explorer

Exposes Supabase PostgreSQL database schemas as resources and provides data analysis tools.

Research

Enables internet research via Perplexity AI through the Model Completion Protocol (MCP).

Amazon Athena by CData

Enables querying Amazon Athena data from Claude Desktop using CData JDBC Drivers.

Sdof

Manages persistent memory and context for AI systems through a structured 5-phase optimization workflow.

BandhanAI

Automates intelligent customer service and marketing for Indian e-commerce platforms.

Matter AI

Integrates advanced code review, implementation planning, and pull request generation directly into IDEs for AI agents.

PyBoy

Connects large language models to Game Boy games through emulation, enabling programmatic interaction and analysis.

Skemati.ca

Enables real-time, server-pushed updates for AI model and tool communication within the Model Context Protocol using Server-Sent Events.

Coupler.io

Enables AI tools to access and analyze business data by integrating with Coupler.io data flows.

YouKnow

Transforms carefully curated, human-refined knowledge files into a searchable server for use with AI models.

Web Search

Empowers LLM agents with free web search capabilities through a self-hosted SearXNG backend, eliminating the need for API keys.

RAG

Implements a Python-based server for Retrieval-Augmented Generation (RAG) workflows, managing context, tool invocation, and model output for clients like Claude Desktop.

Gateway

Provides real-time Binance cryptocurrency market data and advanced analytics for AI agents via Model Context Protocol.

Exa

Enables AI assistants to perform real-time web searches and access specialized data using the Exa AI Search API.

Limitless AI

Connects AI assistants to personal lifelog data for seamless reading, searching, and analysis of recorded conversations and activities.

Excel Read

Provides a dedicated server for Model Context Protocol (MCP) clients to efficiently read and search content within Excel files.

AirTrail

Enables AI assistants to manage and interact with your AirTrail flight tracking data.

Hyperpolymath

Explores polyglot software architecture through 307 repositories, focusing on 40+ languages, neurosymbolic AI, and formal verification.

Petamind

Orchestrates a multi-candidate agentic coding loop, integrating patch generation, deterministic gates, and mandatory vision scoring to identify optimal solutions.

SpecMem

Provides semantic memory for Claude Code, enabling persistent context and intelligent recall across coding sessions.