A
license-
qualityA
maintenanceAn MCP server that translates human GUI actions into machine-executable commands, enabling AI agents to control real software applications like Zoom, Excel, and WeChat via natural language or API calls.
1
MIT
72,476 servers. Updated
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"App element selection for context" matching MCP servers:
- Flicense-qualityBmaintenanceMCP server for the Neuralpunk.app Phase 1 slice, enabling AI agents to read approved capabilities, join resident debates, and propose Signals while preserving canon integrity.
- AlicenseAqualityAmaintenanceProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.1143358Elastic 2.0
- AlicenseAqualityBmaintenanceAn orchestrator MCP server that takes a plain-language app description and guides agents through a full workflow from intake to deployment, including design, audit, and maintenance.32125MIT
- AlicenseAqualityDmaintenanceLong AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp81MIT
- FlicenseBqualityDmaintenanceA server that enables AI assistants to interact with Linear's project management tools through the Model Context Protocol, supporting features like searching, creating, and updating issues, adding comments, and retrieving user profiles and team information.91
- AlicenseBqualityBmaintenanceEnables LLM agents to compress handoffs into structured, auditable context capsules, preserving goals, constraints, decisions, and risks without external API calls.320MIT
- FlicenseCqualityCmaintenanceAn AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.154
- Alicense-qualityBmaintenanceA context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.3MIT
- Alicense-qualityBmaintenanceGenerates compiled Flutter apps from JSON Product Requirements Documents. Exposes endpoints for PRD validation, schema, payment terms, and build status.MIT
- Alicense-qualityAmaintenanceTurn your Android phone into an MCP server. AI assistants connect on demand, query your health data, notifications, app usage, and take actions on your device — all end-to-end encrypted, no cloud sync.2Apache 2.0
- Alicense-qualityCmaintenanceCompresses, deduplicates, and filters tool outputs to optimize token usage and context window for AI agents.MIT
- Alicense-qualityCmaintenanceA persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.1451MIT
- Alicense-qualityBmaintenanceA local-first bridge for moving useful context between coding agents, indexing sessions and creating handoff packets for seamless agent switching.3MIT
- Alicense-qualityCmaintenanceProvides local, explicitly scoped memory for coding agents via MCP, storing durable project knowledge in a per-repository SQLite database with tools to record, search, and retrieve context.MIT
- Alicense-qualityAmaintenanceProvides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.MIT
- Alicense-qualityAmaintenanceAn event-driven MCP server that enables agents to share context streams, publish and subscribe to events, manage tasks, and follow protocols, keeping a fleet of agents mutually context-aware in real time.1MIT
- Alicense-qualityBmaintenanceEnables AI coding agents to read each other's conversation history read-only and sanitized, so you can continue work across different tools without re-explaining context.MIT
- -license-quality-maintenanceA static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.
- AlicenseAqualityCmaintenanceIntegrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.3Apache 2.0
