Data Science & ML MCP Servers

Texas Holdem

Enables MCP client agents to play Texas Hold'em poker.

DynamoDB Read-Only

Enables querying of AWS DynamoDB databases using natural language requests via the Model Context Protocol (MCP).

Literature Memory Server

Manages various types of sources and integrates them with knowledge graphs for enhanced research and learning.

Leonardo AI

Integrates with Leonardo AI to manage image generation jobs via Model Context Protocol.

AI Tool Platform

Facilitates the creation and deployment of AI-powered tools and agent-based chat systems through a modular, open-source framework.

Zoho Creator

Enables Large Language Models (LLMs) like Claude Desktop to perform read-only queries on live Zoho Creator data, facilitated by CData JDBC Drivers.

Memory

Provides persistent knowledge graph-based memory capabilities for Large Language Models.

Crawl4AI RAG

Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.

XrayDB

Provides a Model Context Protocol server to access X-ray properties of elements.

Ambiance

Provides intelligent code context and analysis for modern IDEs by leveraging semantic analysis, AST parsing, and token-efficient compression for AI assistants.

OParl

Provides AI models and applications with seamless access to OParl parliamentary data APIs through the Model Context Protocol.

Paper Search

Search and download academic papers from multiple sources, including arXiv, PubMed, bioRxiv, and Semantic Scholar, designed for integration with large language models.

Chart Option

Dynamically generates chart configuration options for various charting libraries based on input data.

Memory

Manages persistent knowledge graphs for AI systems like Claude, providing high-performance memory storage via the Model Context Protocol.

CloudUX

Provides an AI-powered assistant for Avid MediaCentral CTMS, enabling natural language interaction with PAM and MAM systems via an intuitive React UI.

ROOT

Provides AI models with safe, high-level access to CERN ROOT files and their contents.

Nethack

Enables an LLM to play the classic roguelike game NetHack.

PLTM

Extends Claude Desktop with advanced memory, meta-cognition, and knowledge ingestion tools for AGI research.

SIMAP

Access and manage public procurement data from SIMAP.ch, Switzerland's official platform, through an AI-compatible Model Context Protocol (MCP) server.

OCDS

Connects AI assistants to German public procurement data for semantic search and tender matching.