Data Science & ML MCP Servers

Coding Assistant

Provides context-aware code assistance, explanations, and suggestions directly related to local project files.

Discord Vector DB

Facilitates the retrieval of Discord messages and stores them in a vector database, enabling semantic search and analysis.

AutoEDA

Automates VLSI chip design flows, transforming natural language instructions into complete RTL-to-GDSII sequences via AI-powered orchestration and microservices.

Gemini

Integrates Google's Gemini model with Claude using the Model Context Protocol (MCP).

PapersWithCoffee

Summarizes the latest advancements in artificial intelligence in a concise, time-efficient manner for busy individuals.

Qdrant-OpenAI

Enables semantic search in Qdrant vector databases using OpenAI embeddings.

Arxiv Paper

Manages arXiv academic papers, offering search, PDF download links, content parsing, and access to the latest AI research.

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

Unsloth

Provides an MCP server for Unsloth, enabling faster LLM fine-tuning with reduced memory usage.

Memory

Manages the storage and retrieval of conversational memories for multiple large language models.

JSON Skeleton

Generates compact, structural representations of large JSON files to facilitate understanding without the full data payload.

Hermes Search

Enables full-text and semantic search over Azure Cognitive Search using type-safe operations.

Kafka Integrations

Enables language models to interact with Apache Kafka and its ecosystem.

Luma

Provides Luma AI's video generation capabilities as a Model Context Protocol (MCP) server.

Amoca Solana

Provides an AI agent for Solana blockchain development through a standardized Model Context Protocol (MCP) interface.

Lead Qualifier

Qualifies leads using ChatGPT based on the BANT (Budget, Authority, Need, Timeline) framework through a conversational interface.

Calc Tools

Provides advanced mathematical and financial calculation tools for AI code assistant integration.

Basic

Demonstrates Model Context Protocol (MCP) integration with FastAPI and Gradio for AI model interaction.

Ntropy

Enrich banking data using the Ntropy API for use in LLM agents.

Travel Concierge

Provides AI-powered travel planning by integrating Google Travel Services with Amadeus Professional Systems.