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ENJA

MCP-Server_AI-interaction

MCP Server

KhaiHuynhVN/MCP-Server_AI-interaction

An MCP server and AI instruction set that establishes a continuous, real-time interactive communication channel with action-first execution.

29 10No licenseUpdated 2026-03-02

Overview

This skill integrates a Model Context Protocol (MCP) server with custom system prompts to maintain an uninterrupted feedback loop with AI agents. It features a PyQt5 graphical user interface popup supporting file and image attachments, multi-language responses (primarily Vietnamese), and strict action-first execution rules that prioritize code execution and brevity over conversational filler.

Capabilities

  • Interactive UI popup for content input
  • File and folder workspace attachment
  • Drag-and-drop multi-image attachment and preview
  • Continuous automated chat loops via MCP tool calls
  • Strict token optimization and minimal response formatting

Best for

Managing complex, multi-step coding tasks requiring continuous user feedback, Real-time interactive debugging and bug fixing, Providing rich inputs via UI popups with attached files and images directly to the AI agent

Works with

Claude CodeCursor
Evoa Score breakdown= Σ (score × weight)
60
Task usefulness20%88 → +17.6

実タスクにどれだけ役立つか(機能の豊富さ・用途の明確さ)。 AIによるcapabilities/use-cases解析

Code quality15%85 → +12.8

実装・指示の品質。 AIによるSKILL.md/README解析

Maintenance15%70 → +10.5

リポジトリがどれだけ活発に保守されているか。 GitHub 最終push日時の新しさ

Documentation12%24 → +2.9

ドキュメントの充実度・分かりやすさ。 README/独自要約の情報量

Security15%80 → +12.0

危険・不審な挙動が無いか。 AIによるセキュリティレビュー

Originality10%90 → +9.0

ありふれたラッパーではない独自性。 AIによる独自性判定

Popularity8%42 → +3.4

コミュニティの採用度。 GitHub Stars/Forks(対数スケール)

Compatibility5%50 → +2.5

対応AIエージェントの広さ。 AIによる対応エージェント判定

Weighted total70.6 / 100

ライセンス不明/制限あり(Red)のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →

Security considerations

Images are stored locally in a designated user_images directory. Standard local file system access permissions apply.

Categories

Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.