Data Science & ML MCP 서버

Code Analysis

Enables AI assistants to analyze codebases, calculate code quality metrics, and extract documentation via a Neo4j graph database.

Mongo

Enables LLMs to interact with MongoDB databases through natural language.

NVD Database

Queries the NIST National Vulnerability Database (NVD) via its API.

Bear Notes

Connects the Bear note-taking app to AI assistants, enabling semantic search and retrieval of notes.

Dify Retriever

Retrieves information from a Dify knowledge base.

GenAI Everyday

Explore, experiment, and apply Generative AI concepts and tools in practical, everyday scenarios.

CloudGlue

Connects CloudGlue to AI assistants to enable understanding of video collections.

Budgetkey

Provides access to Israel's OpenBudget data via a FastMCP server.

Pulse CN

Provides AI models with real-time access to trending content and data from major Chinese internet platforms.

Scikit-learn

Provides a standardized interface for interacting with Scikit-learn models and datasets using the Model Context Protocol.

ChatPPT

Provides intelligent question answering and analysis capabilities for multi-document PPT files powered by a Retrieval-Augmented Generation (RAG) engine.

Memory Engineering

Provides persistent memory and semantic code understanding capabilities for AI assistants.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code, offering interactive refinement and automatic optimization capabilities.

Ignition

Provides AI assistants with seamless integration to the Ignition SCADA/MES platform for automation, monitoring, and management.

3D Scene Asset Generator

Transforms player biographies into personalized 3D environments using LLM-powered analysis and generative models.

Scorable

Enables AI assistants and agents to evaluate responses against various quality criteria using Root Signals evaluators via the Model Context Protocol (MCP).

Temple Bridge

Binds local AI capabilities with governance protocols to create a sovereign, self-aware agent operating entirely on your machine.

Medha

Provides persistent, git-versioned memory storage for large language model applications, enabling long-term memory capabilities.

Kiln

Empowers AI agents to design, queue, and execute physical manufacturing jobs on 3D printers with zero human intervention.

Call A Human

Enables AI agents to pause for human input or approval before executing irreversible actions.