A
license-
qualityD
maintenanceAutomatically extracts actionable methodologies from articles and URLs, stores them in a vector database, and retrieves relevant methods to enhance user prompts for more effective AI interactions.
4
MIT
72,476 servers. Updated
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"Iterating on UI designs and improving prompts" matching MCP servers:
- Alicense-qualityDmaintenanceA simple MCP server for utilizing prompts defined in YAML files.MIT
- FlicenseBqualityBmaintenanceImports public websites and extracts UI components and design tokens, making them available via MCP for AI coding agents to reuse in implementations.7
- AlicenseBqualityDmaintenanceA Model Context Protocol server that generates prompts based on Git repository content, including a command to generate PR descriptions from diffs.32MIT
- AlicenseCqualityCmaintenanceProvides an MCP server that tracks open loops (pending decisions or replies) across email, agent sessions, and other channels, enabling agents to query what is waiting on whom.14MIT
- Alicense-qualityCmaintenanceA tutorial demonstrating how to build reusable, parameterized MCP prompt templates using FastMCP, including patterns for research, summarization, and code review.2MIT
- Alicense-qualityDmaintenanceEnables management and invocation of AWS Bedrock managed prompts with support for variable substitution, streaming responses, batch processing, and multiple AI models including Claude, Titan, Llama, and Mistral.MIT
- Flicense-qualityDmaintenanceProvides real-time and scheduled bus information for Montevideo's public transport system.1
- Flicense-qualityDmaintenanceA comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.330
- AlicenseAqualityBmaintenanceDelegates frontend/UI refinement to Gemini via agy CLI, using iterative vision loops and diff-gating to realign UIs to design mockups without affecting backend code.3MIT
- AlicenseAqualityBmaintenanceRelays a result screenshot to Slack so you can review a coding agent's output without opening the app.7MIT
- FlicenseBqualityBmaintenanceCaptures real Godot UI screenshots and node metadata to enable a browser-annotatable workflow for game UI development.8
- AlicenseBqualityCmaintenanceAutomates Salesforce via browser using Playwright with persistent session. Supports Data Cloud, Setup, and other UI-only areas through generic tools.30MIT
email-on-acid-mcpofficial
Alicense-qualityCmaintenanceAn MCP server exposing every documented Email on Acid API v5 request as a tool — 24 tools across authentication, email client lists, email rendering testing, and spam testing.MIT- Alicense-qualityAmaintenanceSmall MCP server for GNOME Wayland desktop automation, enabling element lookup, activation, typing, screenshots, and wait helpers through AT-SPI and Mutter RemoteDesktop.1MIT
- Alicense-qualityCmaintenanceEnables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.AGPL 3.0
- Alicense-qualityCmaintenanceEnables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.1GPL 3.0
- Flicense-qualityDmaintenanceProvides Android UI automation tools via MCP, enabling device interaction, UI snapshot, and gesture recording.
- AlicenseAqualityDmaintenanceProvides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.10MIT
- AlicenseAqualityDmaintenanceEnables AI agents to render interactive user interfaces such as forms, dashboards, charts, tables, and wizards directly in MCP-compatible clients. Supports structured data collection and richer interactions beyond text responses.6MIT