Data Science & ML MCP 서버

Mentor

Provides LLM Agents with AI-powered mentorship through the Deepseek API for code review, design critique, writing feedback, and idea brainstorming.

Ollama

Integrates Ollama models with Claude Desktop and other Model Context Protocol (MCP) clients.

Image Gen

Provides text-to-image generation capabilities by connecting to a Stable Diffusion WebUI API.

Awesome Fastapi

Enhances the Model Context Protocol with FastAPI's ecosystem, offering improved tool registry and documentation.

Volatility

Enables memory forensics analysis using natural language by integrating the Volatility 3 framework with Large Language Models (LLMs) through the Model Context Protocol (MCP).

FalkorDB

Connects AI models with FalkorDB graph databases via the Model Context Protocol.

Kaggle

Enables interaction with the Kaggle API for dataset discovery, download, and EDA notebook generation.

Gr

Enables programmatic creation and control of GNU Radio flowgraphs through a Machine Control Protocol (MCP) server.

Actor-Critic Thinking

Analyzes performance through a dual-perspective actor-critic methodology using the Model Context Protocol (MCP).

Augmented Nature ChEMBL

Provides advanced access to the ChEMBL chemical database through a Model Context Protocol (MCP) server.

Fast ThreatIntel

Empowers security teams with AI-driven threat intelligence analysis, identifying and attributing threats across multiple sources.

Flight Ticket

Provides a standardized interface for AI assistants to access real-time flight information and perform comprehensive flight route queries.

Univer

Enables AI applications to automate and interact with spreadsheet operations using the powerful Univer framework.

CML

Facilitates interaction with Cisco Modeling Labs (CML) via the Model Context Protocol (MCP) for LLM applications.

Minimax Search

Enables web search and intelligent browsing through an MCP server, integrating powerful LLM capabilities for content understanding.

Neo4j Memory

Empowers AI assistants with persistent, intelligent memory capabilities through a unified graph database architecture.

Codegraph

Generates an always-fresh, function-level code dependency graph with sub-second incremental rebuilds, supporting local semantic search and impact analysis for AI agents.

Tengu

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

Kaimon

Provides AI agents full access to Julia's runtime for code execution, introspection, debugging, testing, and semantic search.

Skene

Analyzes codebases to detect tech stacks, identify growth opportunities, and generate actionable Product-Led Growth implementation plans.