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MindsDB enables connecting to data sources, unifying data with SQL, and responding to questions using agents and the Model Context Protocol (MCP).

This repository offers reference implementations of Model Context Protocol (MCP) servers, showcasing secure and controlled access to various tools and data sources for LLMs.

Snowflake MCP server enables data interaction and analysis via SQL queries and schema exploration, with configurable write access and insight aggregation.

This MCP server provides comprehensive security analysis by querying the VirusTotal API, offering detailed reports and relationship data for URLs, files, IPs, and domains.

Screenpipe provides an AI-powered, local-first memory of your computer activity, enabling search and automation based on screen and audio capture.

Last9 MCP server provides AI agents with real-time production context (logs, metrics, traces) to assist in code troubleshooting and automated fixes.

OSP Marketing Tools provides a suite of LLM-powered tools for content creation, SEO optimization, and product positioning based on Open Strategy Partners' methodologies.

Firebase MCP enables AI assistants to interact with Firebase services like Firestore, Storage, and Authentication, offering read/write capabilities with service account credentials.

A system monitoring tool providing real-time CPU, memory, disk, network, host, and process information to LLMs via the Model Context Protocol (MCP).

QGISMCP connects Claude AI to QGIS, enabling AI-assisted project creation, layer manipulation, and code execution within the QGIS environment.

This MCP server provides read-only access to MLB statistics and data via a tool-based interface, enabling AI applications to integrate baseball information.

A Kubernetes MCP server providing a standardized interface for interacting with Kubernetes clusters, offering resource management, monitoring, and control capabilities.