Data & Analytics

A template repository and guide for setting up Python-based MCP servers using uv, featuring integration examples for Bright Data web scraping and Apify Actors.

Provides access to real-time and historical flight data from Flightradar24 API, enabling users to track live aircraft positions, query flight histories, and retrieve comprehensive aviation information including aircraft, airline, and airport details.

Provides access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

Google Cloud Storage MCP Server by CData

Enables secure read-only access to MySQL databases through SELECT queries via HTTP SSE interface. Provides safe database exploration and data retrieval with configurable timeout settings.

Enables AI assistants to interact with TimescaleDB time-series databases through async operations, providing tools for querying, schema introspection, hypertable analysis, and time-bucketed data aggregation.

Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel, supporting operations like formulas, charts, pivot tables, formatting, and data validation.

Enables AI-powered Path of Exile 2 character optimization through natural language queries, providing intelligent build recommendations, gear upgrades, and passive tree optimization using the official PoE API and comprehensive game database.

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Provides access to historical stock market data from US, UK, Russian, Turkish, and Hong Kong exchanges, including company profiles, market metrics, sector performance, rankings, and visualization data for financial analysis.

Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.

A Notion integration for Claude that allows users to interact with pages and databases directly using page links. It enables automated note-taking and database updates through the Notion API.

A comprehensive MCP server providing access to the National Library of Sweden's (Kungliga biblioteket) open APIs, including Libris, K-samsök cultural heritage records, and Swepub research publications.

An MCP server that interfaces with the eBird API 2.0 to provide comprehensive birding data, including observations, hotspots, checklists, and taxonomic information.

An MCP server that integrates with IBM Watson Discovery to enable AI assistants to perform natural language queries and manage enterprise knowledge bases.

A specialized MCP server for Microsoft Sentinel that enables searching for security tables and retrieving data from deep data lakes using natural language for security analysis.

Enables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

An MCP server for exploring and querying SysML XMI models, specifically optimized for MTConnect exports, enabling deep inspection of packages, classes, inheritance, and documentation.

A specialized MCP server for transforming CSV and JSON data using a YAML-based rule engine. It supports complex mapping logic, DTO generation, and expression evaluation for data processing workflows.

Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.

A data bridge server that connects Spring Boot OAuth2 interfaces to AI agents, providing automated data fetching into Markdown or Parquet formats with a Python sandbox for analysis.

AI-powered automation suite for fitness content creators. Automates video jump-cut editing, educational graphics creation, email management, revenue analytics, AI image generation, workout plan generation, and nutrition guide creation. Most features are FREE with optional paid AI image generation ($

A comprehensive MCP server for managing Elasticsearch clusters, featuring tools for security administration, complex search operations using Query DSL and ES|QL, index management, and cluster health monitoring.

A specialized MCP server for retrieving YouTube video transcripts and detailed metadata like titles, descriptions, and available languages.

A Hearthstone deck management server that decodes deck codes into comprehensive card lists and statistics while providing search capabilities for individual card metadata.

An MCP server providing natural language access to IPL cricket match data via a SQLite backend, allowing for detailed player statistics and team performance analytics.

MCP (Model Context Protocol) Server. Integrates with Kakao's mapping APIs to provide location information within South Korea, enabling address geocoding, place searching, and detailed location data retrieval including reviews and photos.

A specialized MCP server for accessing the Biztoc API, providing tools to fetch trending business topics, search the news index from the last 14 days, and track real-time news wires from specific sources.