Data Science & ML MCP 서버

Kratos

Provides a fast and reliable memory system for AI coding tools, enabling them to retain context and access structured project information.

LLM

Facilitates the creation of MCP (Model Control Protocol) clients and servers for Large Language Models.

Test

Exposes an API as tools to large language model clients using the Model Context Protocol (MCP).

RanchHand

Provides an OpenAI-compatible API interface for local large language models like Ollama and other compatible backends.

MLIT Data Platform

Enables large language models to interactively search and retrieve data from the MLIT Data Platform API.

Smart Financial

Provides an intelligent stock data assistant based on the Model Context Protocol, enabling natural language conversation with AI assistants to retrieve financial data.

Spring AI

Facilitates context exchange between clients, servers, and AI models using Spring AI's Model Context Protocol (MCP).

Accounting Practice

Automates bookkeeping, tax planning, payroll processing, sales tax compliance, and client management workflows for accounting practices.

Amazon Braket

Provides comprehensive quantum computing capabilities by integrating with Amazon Braket services.

Cloudflare Playwright

Empowers AI assistants to perform web automation tasks by controlling a browser through a Model Control Protocol (MCP) server.

Voitta Gateway

Provides a gateway to the Voitta library, enabling access to its capabilities through the Model Context Protocol (MCP).

Spring AI Showcase with Chat

Showcases Spring AI capabilities by enabling Large Language Models to interact with diverse local datasets for complex question answering and data aggregation.

OpenReplay

Empowers large language models to query and analyze user session data from OpenReplay, facilitating AI-powered insights into user behavior and application performance.

Synphony

Manages local video datasets and facilitates their upload and integration with the Hugging Face Hub.

BC Data Catalogue API

Facilitates multi-agent conversations by serving the British Columbia Data Catalogue API.

LitSynth

Facilitates intelligent academic paper discovery and semantic search on ArXiv using state-of-the-art sentence transformers.

StatFlow

Automates comprehensive statistical analysis and report generation from MySQL databases, providing AI assistants with powerful data processing capabilities.

JDBCX

Enables data communication between various data sources and the JDBCX server using a Python implementation of the MCP protocol.

MedScan

Provides AI-powered analysis of medical reports, offering health insights through chat and voice support in multiple languages.

OpenContext

Manages and serves local knowledge graphs for integration with various client applications.