Data Science & ML MCP Servers

TxtAI Assistant

Implements a Model Context Protocol (MCP) server for semantic vector search and memory management using TxtAI.

Sketchup

Connects Sketchup to Claude AI via the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and scene manipulation.

Focus Data

Enables AI assistants to directly query data results from DataFocus using natural language.

DeepLucid3D

Implements a Unified Cognitive Processing Framework (UCPF) as a Model Context Protocol (MCP) server, facilitating advanced cognitive analysis and creative problem-solving.

Ramp

Enables retrieval and analysis of Ramp data for LLM integration via a Model Context Protocol server.

Deep Directory Tree

Visualizes and analyzes directory structures, enabling AI assistants to understand and navigate project structures efficiently.

Github Second Brain

Processes GitHub repositories into an AI-friendly format, allowing AI models to access and understand code context.

Currents

Provides test results context to AI agents by connecting them to Currents.

iMessage RAG

Enables a local iMessage Retrieval-Augmented Generation (RAG) server.

Oura

Enables AI assistants to access and analyze Oura Ring data through the Model Controller Protocol (MCP).

Medplum

Enables natural language management of healthcare data stored in Medplum via Large Language Models.

Remy

Provides programmatic access to Israeli Land Authority (רמ״י) public tender data.

ChatBI

Generates code using Large Language Models to analyze Excel data.

SearchAPI

Connects AI systems to external search engines like Google and Bing, providing real-time data access through the Model Context Protocol.

Hive Crypto

Orchestrates comprehensive cryptocurrency and Web3 analytics, providing AI assistants with unified access to market data, DeFi insights, and on-chain information.

C64 Bridge

Connects AI to Commodore 64 Ultimate and Ultimate 64 via a REST API using the Model Context Protocol, enabling LLM agents to control the retro computer.

LSP4J

Integrates Eclipse JDT Language Server (JDTLS) capabilities to empower AI assistants with advanced Java IDE features via the Model Context Protocol.

KG Memory

Provides persistent knowledge graph memory for AI coding agents to overcome context amnesia and retain long-term project understanding.

Composer

Transforms live data streams into actionable insights by composing small, focused building blocks into intelligent pipelines.

Tengu

Orchestrates 56 industry-standard security tools with AI assistance to streamline penetration testing from reconnaissance to reporting.