Data Science & ML MCP Servers

Neo4j

Integrates Neo4j graph databases with Claude Desktop, enabling natural language interactions.

Atom of Thoughts

Decomposes complex problems into independent atomic units of thought, enabling robust reasoning and validated insights.

MCPunk

Enables conversational exploration of codebases by providing an LLM with tools to intelligently search code.

Build

Provides a complete walkthrough for building a server to serve a trained Random Forest model and integrating it with Bee Framework for ReAct interactivity.

GraphRAG

Enables querying of a hybrid graph and vector database using the Model Context Protocol for enhanced document retrieval.

Gemini Search

Enables natural language flight searches using Google's Gemini 2.5 Pro and the Model Context Protocol.

Quick MCP Example

Provides a basic implementation of an MCP server and client for tools, resources, and prompts.

WiseVision Ros2

Bridges AI agents into robotics by implementing Model Context Protocol (MCP) for ROS2.

Memory-Plus

Provides a lightweight, local RAG memory store for Model Context Protocol (MCP) agents.

End-to-End Agentic AI Automation Lab

Explore real-world projects and advanced implementations of agentic AI systems, multi-agent frameworks, RAG pipelines, and AI workflow automation.

AllVoiceLab

Enables interaction with text-to-speech and video translation APIs for AI-powered voice solutions.

Jimengpic

Generates images using the Volcengine Jimeng AI API, accessible via a standardized Model Context Protocol (MCP) service.

Guosheng Toolbox

Provides a comprehensive multimodal AI toolkit, integrating powerful capabilities from Zhipu GLM and Pollinations.AI for advanced media analysis and generation.

Reversecore

Empowers AI agents to orchestrate industry-standard reverse engineering tools like Ghidra, Radare2, and YARA for automated malware analysis and security research.

Ruchy

Provides a modern, systems-oriented scripting language that transpiles to Rust, optimized for data science and scientific computing.

Brainstorm

Orchestrates multi-round AI debates among various language models to generate diverse viewpoints and synthesized outputs.

Indxr

Accelerates AI coding agents by providing a structural map of codebases, eliminating the need to read entire source files.

SkillBoss Skills

Equips AI coding agents with production-ready capabilities for content generation, application building, product deployment, and real-world workflow automation.

Samyama

Manages and queries large-scale graph-vector datasets with high performance, supporting OpenCypher, vector search, and advanced graph algorithms.

Toonify

Automatically optimizes token usage for Claude Code and MCP workflows by compressing structured data and source code.