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This MCP server provides intelligent summarization of various content types using Google's Gemini 1.5 Pro model, enhancing content understanding.

WebScraping.AI MCP server provides tools for extracting and querying web data, with options for proxying, JS rendering, and content sandboxing.

The Hydrolix MCP server enables LLMs to query and manage Hydrolix data through SQL, with authentication via tokens or credentials.

This MCP server provides tools to interact with Jira, enabling ticket management, JQL queries, and project listing, secured by API key authentication.

Executes k6 load tests via MCP, allowing LLMs to orchestrate and analyze performance testing. Requires k6 and Python environment.

MCP server for accessing Dexscreener API to retrieve cryptocurrency pair and market data, primarily read-only operations.

The Rootly MCP server allows users to manage incident response directly from their IDE by leveraging Rootly's API for incident management, on-call scheduling, and resolution.

An MCP server that loads and serves OpenAPI specifications, enabling LLM-powered IDE integrations for API exploration and code generation within development environments.

DroidMind bridges AI assistants and Android devices via MCP, enabling control, debugging, and system analysis through natural language and ADB.

An MCP server facilitating real-time interaction with OPC UA industrial systems, enabling AI agents to monitor and control operational data.

Cyclops MCP enables AI agents to manage Kubernetes applications via high-level Cyclops Modules, abstracting complexity and ensuring production-ready deployments.

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.

Queries multiple Ollama models to provide diverse AI perspectives, synthesizing responses for comprehensive answers, enhancing Claude's advisory capabilities.

BICScan MCP server provides blockchain address risk scoring and asset information via the BICScan API, enabling users to assess the risk associated with crypto addresses, domains, and dApps.

A Model Context Protocol server that enables LLMs to interact with GraphQL APIs, allowing for schema introspection and query execution.

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.

SkySQL MCP server manages serverless MariaDB instances, interacts with AI agents, executes SQL, and handles credentials via API key authentication.

APISIX MCP server bridges LLMs with APISIX Admin API, enabling natural language interaction for managing APISIX resources, but requires careful configuration.

Aiven MCP server provides access to Aiven services like PostgreSQL, Kafka, ClickHouse, Valkey, and OpenSearch, enabling LLMs to build full-stack solutions.

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.

DNStwist MCP server analyzes domain permutations to detect typosquatting and phishing risks, integrating with tools like Claude Desktop for security assessments.