Data Science & ML MCP 服务器

Pypreader

Enables AI models to inspect the contents and source code of Python packages within a specified environment.

Qdrant

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

Amazon DynamoDB by CData

Connects Amazon DynamoDB data to Claude Desktop through CData JDBC drivers using a read-only Model Context Protocol (MCP) server.

Amazon Athena by CData

Enables querying Amazon Athena data from Claude Desktop using CData JDBC Drivers.

Memory Bank Mongo

Manages remote memory banks for AI models and development workflows via a Model Context Protocol (MCP) server.

Weather

Delivers real-time weather forecasts and alerts via Model Context Protocol for IDE integration.

Access by CData

Enables querying live Access data within LLMs like Claude Desktop using natural language.

Phoenix by CData

Enables querying Phoenix data from Claude Desktop through CData JDBC Drivers via a read-only Model Context Protocol (MCP) server.

Spydr Memory

Facilitates secure, standardized interaction between AI agents and a sophisticated memory storage system via the Model-Context Protocol.

TerminusAI

Executes terminal commands on local or remote hosts via SSH, featuring session persistence and environment variable support for efficient workflows.

Plex

Provides AI assistants with comprehensive access to your Plex Media Server for natural language interaction, queries, and management.

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.

ResearchSync

Manages and queries research journal metadata on Notion, leveraging arXiv data and vector embeddings for efficient retrieval.

Moondream

Provides advanced image analysis capabilities like captioning, visual question answering, and object detection via the Model Context Protocol (MCP).

Trading Simulator

Enables AI models to interact with the Trading Simulator API, allowing them to check balances, prices, and execute trades through an MCP-compatible interface.

Apache Spark by CData

Enables querying Apache Spark data from Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) interface.

Claude

Enables the use of the Claude AI model with various MCP servers.

Servers

Provides a unified interface for an AI agent to access financial market data and news articles through external server integrations.

Context Engine

Provides AI coding assistants with IDE-level understanding of codebases by leveraging static code analysis and semantic context.

Salary

Manages salary slip services for AI agents based on the MCP protocol, enabling secure and convenient integration for various intelligent applications.