Data & Analytics

A weather data MCP server that provides location searching, current conditions, and both daily and hourly forecasts via the free Open-Meteo API without requiring an API key.

A comprehensive MCP server providing real-time and historical financial data from Yahoo Finance, including stock prices, financial statements, analyst recommendations, and options chains.

A robust network diagnostic server providing connectivity testing, CIDR/VLAN planning, local interface information, and deep PCAP packet analysis for AI agents.

A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.

A comprehensive MCP server providing real-time public transportation data for İzmir, including ESHOT buses, İZBAN, Metro, and Tram services via the city's Open Data Portal.

A specialized MCP server that provides persistent long-term memory for AI agents using vector similarity, graph-based relationships, and thematic clustering across episodic, semantic, and procedural data.

A versatile database MCP server that enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and MongoDB with built-in data protection for destructive operations.

A Model Context Protocol server that enables LLMs to monitor Google Cloud resources, analyze billing costs, and query infrastructure logs through direct API integration.

A robust MCP server for interacting with Google Sheets, offering powerful tools for searching, reading, and analyzing spreadsheet data with support for both OAuth 2.0 and API key authentication.

A robust MCP server for comprehensive Excel (.xlsx and .xls) manipulation, enabling AI agents to read, write, search, and format workbooks using the NPOI library without requiring Microsoft Office.

A TypeScript/Node.js MCP server that provides AI agents with precise, locale-aware date and time data across multiple timezones.

PsiAnimator integrates QuTip quantum physics simulations with Manim mathematical animations to model, measure, and visualize quantum states and processes through MCP.

A read-only MCP server that enables LLMs to query live LinkedIn Ads data using relational SQL models through the CData JDBC driver.

A mathematical MCP server providing 64-bit precision arithmetic and matrix multiplication using FastMCP and NumPy for reliable computation.

A stock market data server powered by yfinance and FastMCP, providing real-time prices, historical market trends, and detailed corporate information across global exchanges.

A high-precision time and timezone server that uses NTP consensus and IANA tzdata to provide accurate timestamps, drift detection, and daylight saving time conversions independent of the system clock.

A comprehensive MCP server providing technical specifications, TCO calculations, and troubleshooting guides for enterprise printers across major manufacturers like HP, Canon, and Ricoh.

A comprehensive browser debugging and auditing tool that integrates with Chrome to provide AI agents with real-time access to console logs, network traffic, DOM elements, and Lighthouse-powered performance and SEO audits.

A comprehensive financial management engine for AI assistants that enables smart expense tracking, multi-category budgeting, and real-time affordability analytics via the Model Context Protocol.

An MCP server that provides access to UK HM Land Registry property price data and Ordnance Survey postcode lookups, enabling detailed real estate market analysis by location and price characteristics.

A Node.js based web scraping service that provides search capabilities and webpage content extraction using Puppeteer and Cheerio without requiring official APIs.

A tool for analyzing AWS EC2 instance performance via the BitFlux daemon to provide cost-optimized instance type recommendations based on real-time pricing and workload metrics.

A specialized MCP server that integrates Algolia search capabilities, allowing users to perform full-text searches across specified Algolia indices.

A robust MCP server for Zerodha Kite Connect that provides a mock trading environment with realistic order execution, risk management, and portfolio tracking for testing algorithmic strategies.

A comprehensive connection between Garmin Connect and MCP clients, providing deep access to health metrics, activity details, and AI-driven training recommendations.

Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) and Airflow operations including DAG management, monitoring, and environment configuration through a unified MCP interface.

A retrieval-augmented generation server that provides both naive vector searching and graph-based retrieval algorithms to improve accuracy for small language models.

A Python-based MCP server that provides access to Indian stock market data from NSE and BSE, including price lookups and company searches.

A robust MCP server for Software AG's Cumulocity IoT platform, enabling AI agents to perform device management, execute time-series analysis, and monitor operational telemetry data.

A comprehensive big data server providing tools for querying enterprise exhibition participation history, searching for trade shows by keyword, and retrieving detailed venue information across China.