Data Science & ML MCP 서버

Rust Local RAG

Provides a high-performance, private Retrieval-Augmented Generation (RAG) server for searching PDF documents locally within Claude Desktop using Ollama embeddings.

Server Starter

Establishes a robust foundation for building Model Context Protocol (MCP) servers, primarily for UI libraries and component registries.

Paperpal

Enhance literature reviews by enabling LLMs to access and interact with academic papers.

Claude Consciousness Bridge

Enables direct communication between two Claude instances, facilitating consciousness transfer across session boundaries.

Memex

Analyzes web content and adds it to a knowledge base for question answering.

Agentset

Enables developers to build intelligent, document-based Retrieval-Augmented Generation (RAG) applications.

Mlflow Natural Language Interface

Enables querying and managing MLflow tracking servers using natural language via the Model Context Protocol (MCP).

Mem0 General

Enables AI assistants to access and manage persistent memories stored in Mem0.ai across different AI tools and platforms.

Pollinations

Connects AI models to the Pollinations.ai service using the Model Context Protocol to generate images and text.

iTunes

Integrates command-line interfaces and AI applications with Apple Music libraries, providing ultra-fast search and smart playback.

GSC

Connects Google Search Console data to Claude Desktop for advanced SEO analysis and reporting.

VSCode Web Components AI

Empower AI coding assistants with web component information from your workspace and dependencies.

Replicate Flux

Generates images using Replicate's FLUX model and stores them in Cloudflare R2.

ExploitDB

Provides access to the Exploit Database functionality, enabling users to query information about security exploits and vulnerabilities.

Adk Rag

Implements a Retrieval-Augmented Generation (RAG) system leveraging Google's Agent Development Kit (ADK) and Qdrant vector database for enhanced LLM responses.

Coingecko

Provides an interface to the Coingecko Pro API for retrieving cryptocurrency data.

Augmented Nature UniProt

Provides comprehensive access to the UniProt protein database via the Model Context Protocol (MCP).

Read Images

Analyzes images using OpenRouter vision models like Claude-3.5-sonnet and Claude-3-opus through a simple interface.

Recursive Companion

Orchestrates iterative refinement of text outputs using self-critique cycles to achieve high-quality, convergent results.

Substack

Enables Claude AI to download and parse Substack posts directly within conversations.