Data Science & ML MCP Servers

ArXiv

1,168

Enables AI assistants to search and analyze arXiv papers through a simple Model Context Protocol interface.

Genai Toolbox

1,154

Streamlines the integration of GenAI tools with databases by handling complexities like connection pooling and authentication.

Rulego

1,110

Orchestrates components within a lightweight, high-performance rule engine framework for Go applications.

Chatsum

970

Summarizes chat messages based on user queries.

Zenfeed

945

Empowers RSS with AI to automatically filter, summarize, and deliver important information, reducing information overload.

Excel

873

Enables Excel file manipulation capabilities without requiring Microsoft Excel installation.

LitterBox

862

Provides a secure sandbox environment to test payloads against detection mechanisms before deployment.

Minions

814

Enables collaboration between small, on-device LLMs and larger cloud-based models for cost-efficient language processing.

Minima

727

Enables on-premises conversational retrieval augmented generation (RAG) with configurable containers and optional ChatGPT or Claude integration.

Fast

671

Integrates AI models into Ruby applications via the Model Context Protocol.

Chart Generator

665

Generates visual charts from data using the Model Context Protocol and AntV.

AI Gateway

625

Experiments with Azure API Management's AI capabilities, integrating with Azure OpenAI, AI Foundry, and more.

Qdrant

621

Connects language models to a Qdrant vector database for storing and retrieving information.

Npcpy

603

Facilitates the integration of AI models into daily workflows through agent-based frameworks and command-line tools.

Npcpy

582

Provides an agent-based framework with command-line tools for integrating AI models into daily workflows.

Deebo

567

Automates debugging for AI coding agents by running parallel investigations and validating fixes.

Spring AI Examples

559

Provides example applications demonstrating the use of the Spring AI project.

Heurist Agent Framework

557

Provides a modular framework for building AI agents capable of interacting across multiple platforms and accessing external tools.

App Builder SDK

531

Facilitates rapid development of AI-native applications through model invocation, workflow orchestration, and application deployment.

QGIS Model Context Protocol

516

Enables Large Language Models to interact with and control QGIS Desktop for tasks like project creation, layer loading, and code execution.