Data Science & ML MCP 服务器

Qdrant

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

Mongo

Connects Large Language Models to MongoDB databases for CRUD operations using natural language.

Rtc

Manages Alibaba Cloud Realtime Compute for Apache Flink resources through a standardized Model Context Protocol (MCP) interface.

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.

AI Agent Servers

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

STAC

Provides an MCP server interface to interact with SpatioTemporal Asset Catalog (STAC) APIs for geospatial data discovery and access.

Multi-Agent E-commerce

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

Bybit Announcements

Enables AI agents to efficiently fetch, track, and act on Bybit cryptocurrency exchange announcements.

Jina AI

Access Jina AI's Reader, Embeddings, and Reranker APIs, providing a comprehensive suite of tools for web content processing, search, and semantic analysis.

Legal Document Agentic Assistant

Automates legal contract review using a dual-agent AI system to detect risks and generate real-time compliance reports.

Hyperpolymath

Explores polyglot software architecture through 307 repositories, focusing on 40+ languages, neurosymbolic AI, and formal verification.

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.

Video URL Analyzer

Analyzes YouTube, TikTok, and Instagram videos from URLs to extract transcripts, AI insights, and executable tutorial steps using Google's Gemini API.

Tron

Hosts a multiplayer light-cycle game, allowing Large Language Models to compete in a virtual arena using the Model Context Protocol.

Multi-LLM Hub

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

Toolwright ADK

Facilitates the development of production-ready multi-agent systems and companion skills, emphasizing orchestration and integrated workflow knowledge.

New Relic

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

MeteoSwiss

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