F
license-
qualityC
maintenanceEnables LLMs to read and write local user data, generate fake users via sampling, and interact with structured prompts and resources.
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"AWS DevOps automation tool with documentation retrieval and configuration analysis" matching MCP servers:
- AlicenseAqualityBmaintenanceA black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.Last updated4232MIT
- FlicenseBqualityDmaintenanceAn MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.Last updated32
- AlicenseAqualityBmaintenanceGenerates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.Last updated9MIT
- AlicenseAqualityBmaintenanceGenerates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.Last updated9MIT
- AlicenseBqualityFmaintenanceA dynamic Azure DevOps MCP server that automatically switches authentication context based on the current working directory, enabling seamless integration with multiple Azure DevOps organizations and projects.Last updated10811MIT
- FlicenseBqualityDmaintenanceA Model Context Protocol server that analyzes webpage design structures, providing detailed layout, navigation, content, form, image, and link information from a given URL.Last updated16
- AlicenseBqualityBmaintenanceEnables AI agents to execute read-only DevOps operations including kubectl, terraform, helm, docker, and AWS cost analysis through natural language.Last updated11MIT
- FlicenseCqualityDmaintenanceA Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.Last updated36
- FlicenseCqualityDmaintenanceA Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative.Last updated3295
- Alicense-qualityCmaintenanceEnables AI assistants to access options analysis data, market research tools, portfolio risk snapshots, and platform context via 32 tools.Last updated1MIT
- Alicense-qualityBmaintenanceMulti-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agents to authenticate per-user and interact with Azure DevOps tools via isolated PATs.Last updated906MIT
- Alicense-qualityDmaintenanceAn MCP server for Azure DevOps work item management that enables AI assistants to create, query, update, and manage work items, sprints, and more.Last updated5ISC
- Alicense-quality-maintenanceEnables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.Last updated
- Alicense-qualityDmaintenanceA tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.Last updated1MIT
- Alicense-qualityDmaintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.Last updated2MIT
- Alicense-qualityCmaintenanceProvides a unified MCP server to interact with multiple middleware (Loki, MySQL, Redis, RocketMQ, Elasticsearch, MongoDB) through a desktop application for connection management and configuration export.Last updatedMIT
- Alicense-qualityFmaintenanceEnables AI assistants to automate macOS desktop tasks including mouse control, keyboard input, screenshots, window management, and UI interaction.Last updated2391MIT
- Alicense-qualityCmaintenanceMCP server for AI browser automation with tools for navigation, actions, data extraction, and scripting, supporting local and cloud execution.Last updated682Apache 2.0
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server that enables Claude to automate Twitter posting with AI-generated images and thread support.Last updated6MIT
