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This MCP server provides automated causal inference capabilities by combining LLM-guided variable classification with DoWhy statistical analysis on SQLite banking data. Built with Python using FastMCP, LangGraph, and OpenAI's GPT-3.5-turbo, it features a single tool that takes treatment and outcome variables, uses AI to classify other variables as confounders, mediators, effect modifiers, colliders, or instruments, generates causal graphs in DOT format, and executes DoWhy code to estimate Average Treatment Effects using backdoor adjustment with linear regression. The implementation includes both standalone agent and MCP server versions, automatically generates plain-language business summaries of causal effects, and works with predefined banking variables like customer demographics, engagement metrics, and Internet Banking activation, making it valuable for business analysts exploring causal relationships in customer data without requiring deep statistical expertise.

DappQL Core Packages

This MCP server, developed by Kirill Markin, provides a simple tool for fetching website content. Built with Python and leveraging the MCP library, it offers a standardized interface for AI models to retrieve web page data. The implementation focuses on ease of deployment, with Docker and Heroku support, and includes configuration options for customizing server behavior. By enabling AI assistants to access web content through a unified API, this server facilitates use cases such as web scraping, content analysis, and information retrieval. It's particularly useful for applications and AI models that require programmatic access to web data without dealing with the complexities of direct HTTP requests and HTML parsing.

Publish live web pages from AI coding agents. Instant shareable URLs for dashboards, landing pages, and reports with password protection.

Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.

Provides TikTok hashtag trend data including volume growth, viral spikes, and historical time series, enabling AI assistants to spot emerging trends before they go mainstream.

Headless MCP server for Eclipse MAT that enables analyzing Java heap dumps using built-in commands, OQL queries, and predefined reports.

This MCP server provides database connectivity and management tools for Alibaba Cloud's PolarDB-X distributed database system, built by Aliyun using TypeScript with the Model Context Protocol SDK and mysql2 driver. It offers three core tools: SQL query execution, database status inspection, and command listing, along with schema resources that expose table structure information through a custom polardbx:// URI scheme. The implementation requires database connection credentials via environment variables and is designed for database administration, monitoring, and development workflows where AI assistants need to interact with PolarDB-X instances for tasks like data analysis, schema exploration, and database troubleshooting.

Grey Hack MCP Server provides a specialized toolkit for the Grey Hack game, enabling AI assistants to search GitHub for code examples, validate scripts against the game's API, generate common script templates, and transpile GreyScript to JavaScript. The implementation offers four main tools: searching GitHub repositories for Grey Hack code, validating scripts against official API documentation, generating templates for common game tasks like port scanning and password cracking, and transpiling between GreyScript and JavaScript. Built with TypeScript using the Model Context Protocol SDK, this server is particularly valuable for Grey Hack players who want to develop, validate, and discover scripts without leaving their AI assistant interface.

Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.

MCP server + skill docs teaching AI agents to reliably integrate with 14 SaaS APIs — auth, rate limits, recipes, and cross-tool playbooks.

UK Integrated Online Tariff from HMRC's trade-tariff service: look up a UK commodity code, its third-country and preferential duty rates by origin, VAT and excise, import/export licensing conditions, and live tariff-rate quota balances.

Enables AI assistants to analyze YouTube channels, videos, transcripts, and content strategy through structured tool calls.

This is an wordle solver agent once solves the wordle it shared the results in social media and also in New York Times Comments.

Data-as-a-Service providing comprehensive historical weather data including standard conditions, severe weather events, tornado impact analysis, tropical cyclone tracking, and storm cell analysis. Sources data from NOAA NCEI and NHC HURDAT2 databases. Offers free and pro tiers with hosted remote endpoints.

Enables AI assistants to manage Seedbox torrents, unlock premium download links, and create transcoding streams via the Debrid-Link API v2.

Enables searching and querying Kansas State GIS open geospatial data (parcels, zoning, transport, statewide layers) via ArcGIS Feature/Map Services.

An Airbnb search desktop extension that offers advanced filtering features and detailed listing information, suitable for travel planning and listing research.

Connects to Prometheus monitoring systems to enable natural language queries of metrics, alerts, and TSDB statistics. Provides health monitoring, instant and range PromQL queries, metric discovery with metadata retrieval, and administrative access to active targets, alerts, and configuration details.

MCP server integrated with Cloude and SerpAPI