Data Science & ML MCP Servers

NerA

Provides a native Arabic intelligence layer and MCP server for dialect normalization, Sharia compliance auditing, and cultural context in AI systems.

NLP Contract Comparison

Orchestrates multi-agent workflows leveraging local LLMs to process complex queries and facilitate contract analysis and comparison.

Sample

Exposes data, tools, and templates to large language model applications via the Model Context Protocol.

Insurance Campaign

Manages insurance marketing campaigns by providing AI-powered audience targeting and personalized content recommendations for Claude AI integration.

Z-Image-Turbo

Generate high-quality images rapidly from text prompts using an intuitive web interface.

Satellite Passes

Provides satellite pass information near a specified location, enabling Large Language Models (LLMs) to perform precise astronomical searches.

Raphtory Schema Explorer

Exposes GraphQL schema information for Raphtory graphs, enabling LLMs to understand graph structure.

File Compass

Performs semantic file search across codebases using local embeddings and HNSW indexing to find relevant files by natural language descriptions.

AI Research

Track real-time AI/LLM research advancements across multiple academic and development platforms.

Auto News

Automates Indonesian stock market news analysis by scraping articles, indexing them with semantic search, and enabling AI assistant queries.

Spotify Enhanced Music

Automate Spotify playlist curation and management with 18 smart tools for discovery, analysis, and recommendations.

AI Learning

Explores and demonstrates artificial intelligence concepts through proof-of-concept implementations.

Quant

Integrates the Model Context Protocol (MCP) with Amazon Braket for quantum computing, enabling AI assistants to interact with quantum devices.

Azure Container Apps Streamable HTTP Sample

Provides a sample Model Context Protocol server for Azure Container Apps with HTTP streamable responses.

Brave Search

Enables web searches using the Brave Search API within a Model Context Protocol environment.

LandingAI ADE

Integrates with LandingAI's Agentic Document Extraction API to parse documents, extract structured data, and manage extraction jobs.

Noctua

Facilitates GO-CAM model editing through a standardized Model Context Protocol (MCP) interface for AI agents.

Servers Prototype

Demonstrates integrating large language model agents with external tools and APIs using the Model Context Protocol.

Tmux Control Lib

Empowers AI agents to programmatically control Tmux sessions and interact with terminal interfaces.

MemoryMind

Enables AI chat applications to maintain persistent memory of user facts across sessions using the Model Context Protocol.