Data Science & ML MCP 服务器

Alphavantage

Provides an MCP server for accessing stock market data from the Alphavantage API.

Python Demo

Demonstrates a Python-based server designed for testing with VS Code Copilot in Agent mode.

Test Server

Enables Retrieval Augmented Generation (RAG) systems by providing a Python server that leverages OpenAI's vector store capabilities using the Model Context Protocol (MCP).

Flow

Adapts existing web APIs into a standardized Model Context Protocol (MCP) interface for structured and consistent AI access.

AtData Email Verification

Verifies email addresses using the AtData SafeToSend API to filter out invalid and high-risk emails.

Act CRM by CData

Enables AI clients to query live Act CRM data via a Model Context Protocol interface, leveraging CData JDBC Drivers.

Joplin

Exposes Joplin's local REST API as Model Context Protocol tools for AI integration.

Puch AI Starter

Offers a starter template for Model Context Protocol (MCP) servers, allowing AI assistants like Puch to securely integrate with external tools and data sources.

Softvence AI Task

Provides a versatile FastAPI application for handling diverse AI tasks, including content generation and image creation, with optional JWT authentication, minimal MCP tool integration, and a built-in trading backtest utility.

Cortex Context

Integrates Cortex Context with compatible Model Context Protocol (MCP) clients like Claude Desktop.

Numerical Methods Solver

Calculates roots of quadratic equations using various numerical methods, enhanced by an AI-powered selection process.

Stock Data Finder

Provides real-time stock market data, historical information, and company financials using public Yahoo Finance data without an API key.

Huoshui PDF Translator

Translates academic PDF documents, preserving mathematical formulas and original layout with intelligent assistance.

VS Code Agents

Enhance your Visual Studio Code experience with specialized AI agents for planning, coding, reviewing, and security tasks.

Metsäinfo

Provides an interactive map viewer for Finnish forest resource data and acts as an MCP server for AI tools to access this information.

Italian Law

Provides an AI-native database for querying Italian legislation on data protection, cybersecurity, corporate law, and digital administration.

IONIS

Provides AI assistants with access to vast amateur radio telemetry datasets for comprehensive HF propagation analytics.

AIND Data

Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets, specifically targeting the V2 aind-data-schema format.

MacroOracle

Provides access to US macro economic intelligence through a suite of eight specialized tools, leveraging data from FRED and ECB.

HN Pulse

Provides AI assistants with direct read access to Hacker News data including stories, comments, user profiles, and job listings.