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Cowork QA provides AI agents with goal-driven Playwright browser automation sessions for quality assurance workflows. It captures full action traces, supports structured test scenarios, and enables LLMs to perform automated browser-based testing with comprehensive audit trails. Published as the cowork-qa-mcp npm package.

Analysts click through a dozen Cortex jobs by hand. cortex-mcp detonates the indicator and hands your agent one aggregated verdict. Destructive actions stay confirm-gated.

Converts Quantum ESPRESSO output files to structured JSON and serves them via an HTTP API for use with MCP clients.

MCP Server for Nutanix Prism Central

Enables AI agents to control multiple independent browser instances in parallel with process-level isolation, supporting any backend MCP server for browser automation.

The repo is the practical implementation of Model Context Protocol(MCP) which was helped and directed to made from the course of Anthropic's Introduction of MCP.

MCP server for real-time hot-search/trending boards from 8 major Chinese platforms (Weibo, Zhihu, Bilibili, Baidu, Toutiao, Douyin, Tieba, Juejin) in one call. Hosted Streamable HTTP endpoint included.

Non-official Model Context Protocol server that enables interaction with AMap's location services through clients like Cursor, Claude Desktop, Cline, and Windsurf.

Enables AI assistants to create, read, update, delete, and list memos via the MCP protocol.

Provides App Store Optimization tools for AI agents, enabling app lookup, keyword research, ASO audit, review mining, and revenue estimation across iOS and Google Play.

Python issue-ops tool that translates text and GitHub issue comments via the GitHub Models API, runnable directly inside GitHub Actions workflows.

Provides integration with LoadRunner Cloud's performance testing platform through nine specialized tools for managing load tests and analyzing performance data. Built by Postman Inc., this implementation offers complete workflow coverage from project discovery to detailed test execution analysis, including active test run monitoring, transaction analysis, HTTP response inspection, and recent license usage tracking. The server uses OAuth client credentials authentication with environment variable configuration and includes comprehensive error handling with structured JSON responses, making it valuable for DevOps teams running automated performance testing pipelines, QA engineers analyzing load test results, and development teams monitoring application performance metrics across LoadRunner Cloud test executions.

MCP server that enables Claude Code to delegate tasks to DeepSeek and other LLMs, offering 20 tools for code review, analysis, testing, and code generation.

A PostgreSQL MCP server implementation by Melih Birim that provides database connectivity and query capabilities for PostgreSQL databases. The server enables AI assistants to execute SQL queries, retrieve table schemas, and interact with PostgreSQL data through the Model Context Protocol, making it useful for database administration tasks, data analysis workflows, and applications requiring direct database access from AI tools.

Analyze automation workflow patterns and translate them to Claude Code architectures

This MCP server for Prometheus, developed by LogLM, provides a bridge between AI assistants and Prometheus metrics data. It offers a structured interface to access metric schemas, metadata, and current statistical information from Prometheus instances. The server supports basic authentication and exposes metrics through a RESTful API structure. By abstracting Prometheus query complexities, it enables AI systems to easily retrieve and analyze monitoring data. This implementation is particularly useful for DevOps teams, system administrators, and data analysts who want to incorporate Prometheus metrics into AI-driven workflows for tasks such as automated system health monitoring, performance analysis, and anomaly detection.

A Model Context Protocol (MCP) server that gives LLMs persistent, semantic memory using vector search with ChromaDB.

A Model Context Protocol server that wraps the Kiwoom Securities REST API to provide read-only access to Korean stock market information. It enables LLMs to query real-time prices, charts, investor trends, and account balances directly.

A Linear MCP implementation that handles all Linear resource types.

Provides AI assistants with real-time, structured access to 32 privacy and AI governance laws across 28 jurisdictions to prevent hallucination in compliance answers.