Data Science & ML MCP 서버

Supabase Data Explorer

Exposes Supabase PostgreSQL database schemas as resources and provides data analysis tools.

Research

Enables internet research via Perplexity AI through the Model Completion Protocol (MCP).

Qdrant

Manages vectors, performs similarity searches, and provides automatic text-to-vector embedding for the Qdrant vector database.

SAP Sybase by CData

Enables connection to SAP Sybase data from Claude Desktop using CData JDBC Drivers via a read-only MCP Server.

KevoDB

Exposes KevoDB operations through a Multimodal Communication Protocol, enabling AI agents to interact with KevoDB using a standardized API.

NE Power Grid

Provides a standardized interface for AI models to access real-time information about the New England power grid.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

LangChain

Provides real-time access to LangChain documentation, API references, and code examples through dual server modes.

AI Agent Servers

Provides a suite of specialized servers to enhance AI system capabilities with advanced mapping, autonomous browsing, and deep research functionalities.

Multi-Agent E-commerce

Orchestrates an e-commerce system using collaborative AI agents for customer consultation, inventory management, and automated order processing.

MiniRag

Integrates MiniRAG with an MCP server to enable client-managed LLM inference for efficient and reliable retrieval tasks.

IncidentFlow

Automates incident detection from Windows Event Logs, classifies severity with AI, and dispatches real-time alerts to Slack.

Korean Public Data

Connects artificial intelligence agents to five essential South Korean public datasets, enabling natural language queries for real-time information.

YubHub

Transforms any careers page into a structured, AI-enriched job feed for use with AI assistants and job aggregators.

Multi-LLM Hub

Securely orchestrates interactions with multiple LLM providers through a sandboxed, key-gated API gateway with a robust MCP interface.

Memory OS AI

Provides AI agents with an adaptive semantic memory system by transforming local documents and chat history into queryable knowledge.

Msprof Profiler

Analyzes Ascend PyTorch Profiler performance data for large language models, identifying bottlenecks and optimizing execution.

New Relic

Provides a comprehensive suite of 26+ tools for querying, monitoring, and analyzing New Relic observability data, including NRQL, entities, alerts, and logs.

SafeFetch

Provides a secure, stable, and controllable web fetching service designed for local AI agents.

MeteoSwiss

Provides comprehensive Swiss weather and environmental data for AI assistants and applications.