Data Science & ML MCP Servers

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

OpenFEC

Provides access to Federal Election Commission campaign finance data through the OpenFEC API using the Model Context Protocol.

Turkey Weather

Provides current weather information for cities in Turkey through an MCP interface.

Lotus

Integrates Mistral and Gemini AI models into a modernized Model Context Protocol (MCP) for improved performance and functionality.

Github MCP Tool

Manages and tracks machine learning model context directly within GitHub repositories.

Lichtblick

Provides clarity and a new perspective on learning the German language through an AI-powered approach.

BandhanAI

Automates intelligent customer service and marketing for Indian e-commerce platforms.

Moatless

Enables AI assistants to perform complex code operations, advanced code analysis, and semantic search through a standardized Model Context Protocol interface.

DWF Analyzer

Analyzes DWF (Design Web Format) files, extracting metadata and images, and performing visual analysis using Amazon Bedrock's Nova Pro model.

TheArena

Offers a unified agentic playground for AI benchmarking, workflow automation, and diverse game environments.

Web Tools

Provides web search and intelligent research capabilities through Claude CLI integration for MCP clients.

Medikode

Enables AI assistants to directly access Medikode's AI-driven medical coding tools through the Model Context Protocol.

Lunar Calendar

Provides traditional Chinese lunar calendar information, including auspicious date checking, festival data, moon phases, and zodiac insights, ready for AI applications.

Expense Tracker

Enables AI assistants like Claude to manage personal expenses and finances through natural language conversation.

OptionsFlow

Provides advanced options analysis and strategy evaluation through Yahoo Finance, enabling LLMs to process options chain data.

Malaysia Transit

Access real-time bus and train information across over 10 Malaysian cities, including live arrivals, vehicle tracking, and route details from major transit providers.

Artifact

Facilitates AI agents in generating and editing various document types—such as Word, Excel, PowerPoint, PDF, and more—via a declarative Document Definition Schema.

Docs

Searches Model Context Protocol documentation using advanced ranking algorithms and provides full document content retrieval.

SPOKEAgent

Enables querying the SPOKE biomedical knowledge graph for rapid knowledge inference and schema retrieval.

Japan Data

Accesses Japanese public data, including statistics, corporate information, real estate, and invoice details, converting it into human-readable formats for AI analysis.