Data Science & ML MCP 服务器

Prem

Implements an MCP server for Prem AI, enabling integration with Claude and other MCP-compatible clients.

Weather

Provides real-time weather data and alerts via the National Weather Service API.

OpenBanking

Integrates local Ollama LLMs with a Model Context Protocol server to power OpenBanking applications.

RAG

Delivers a highly engineered retrieval-augmented generation system supporting diverse knowledge base search modalities.

Orca AI

Enables AI assistants to search and retrieve information about people, companies, and other entities from the Orca AI HUNT Platform API.

Weather

Exposes weather and air quality services via REST endpoints and MCP for integration with language models and AI agents.

Desktop

Enables AI assistants to capture and analyze screen content across multi-monitor setups for desktop operations.

Image Description

Leverages a cloud-based vision model to analyze images and generate detailed descriptions.

Thinkdrop Vision

Provides AI vision capabilities including screen capture, optical character recognition (OCR), and visual language model (VLM) scene understanding for automated systems.

ACDC

Provides AI agents with searchable access to any markdown content through discoverable resources and an embedded full-text search engine.

Estat

Access Japanese government statistics from the e-Stat portal via an async Python client and an MCP server.

ODEI World Model

Provides a constitutional knowledge graph and multi-layer guardrail service for AI agents, ensuring persistent memory and validated actions.

Hybrid Orchestrator

Automates financial service tasks by combining human workers and AI into seamless, guided workflows.

Einvoice

Facilitates AI agents to validate, generate, parse, and ensure compliance of electronic invoices with German e-invoice standards like XRechnung 3.0 and ZUGFeRD 2.x, adhering to EN 16931.

Jules API

Manage sessions for Jules, Google's AI coding agent, from any MCP-compatible client.

Hyperliquid

Connects AI agents to the Hyperliquid platform, providing direct access to analytics and trading operations.

FDIC BankFind

Provides an MCP (Model Context Protocol) server for the FDIC BankFind Suite API, enabling LLM hosts to access and analyze public banking records.

IBM i Connector

Facilitates intelligent application integration with AS400/IBM i systems.

3D Print Oracle

Provides large language models with authoritative access to a vast database of 3D printing filaments and curated material science knowledge.

Maritime Shipping Intelligence

Provide comprehensive maritime shipping intelligence for freight forwarders, marine insurers, and trade compliance teams to assess risks without expensive data platform subscriptions.