Data Science & ML MCP 服务器

OData by CData

Connects OData data from Claude Desktop through CData JDBC Drivers, enabling natural language querying of live data.

Autonomous Analyst

Analyzes tabular data, detects anomalies, and generates interpretive summaries using a local LLM.

GIMP

Integrates GIMP 3 with the Model Context Protocol, enabling external AI models and applications to remotely control the image manipulation program.

Memory

Provides AI clients the ability to remember information about users across conversations using vector search technology.

Weather

Provides real-time weather data and forecasts to AI models and language assistants through an API.

Project Concord

Transforms legacy database schemas into an AI-ready asset by mediating between modern AI agents and cryptic legacy data.

Astroquery

Enables AI assistants to perform professional astronomical queries by providing integrated access to a wide range of astronomical data through the astroquery-cli tool.

Local Knowledge Base

Establishes a ChromaDB-based local knowledge base system supporting text and PDF documents for vectorized storage and efficient similarity retrieval.

Chat

Provides a command-line interface for interacting with large language models, supporting document retrieval and command execution.

Maverick

Analyzes stock market data efficiently, providing AI-driven insights for investment evaluation.

CyberSec

Provides an AI-agent-driven server with a Gradio UI for penetration testing and purple team operations.

DotNet2025

Showcases an Evergine-based 3D Model Context Protocol (MCP) server interacting with an LLM-powered client for real-time 3D scene manipulation.

Google A2A

Builds A2A-compliant multi-agent systems using Spring Boot, Ollama, and Google's Agent-to-Agent protocol.

Intacct by CData

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

Mem0

Provides a Model Context Protocol server implementation for memory stream functionality with Mem0 integration.

HubSpot by CData

Enables querying live HubSpot data from applications like Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) interface.

AI Book Agent

Empowers AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.

JSON by CData

Exposes JSON data as a read-only Model Context Protocol (MCP) server for querying by Large Language Models.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

Dataproc

Manages Google Cloud Dataproc clusters and jobs through a standardized Model Context Protocol interface.