Agent Autonomy Kit

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express...

Evaluate and score Go code quality based on syntax, style, and best practices to provide constructive feedback and improvements.

掘金技术社区一站式操作技能，支持热门文章排行榜查询、Markdown 文章发布（默认草稿）和文章下载保存为 Markdown。

Runs shell commands inside a dedicated tmux session named claw, captures, and returns the output, with safety checks for destructive commands.

Full Windows desktop control. Mouse, keyboard, screenshots - interact with any Windows application like a human.

Provides a structured AI agent memory system separating episodic, semantic, and procedural memories to preserve knowledge and processes over time.

Create, validate, and manage agent identity cards (agent.json) following the Agent Card v1 schema with interactive setup and validation tools.

Framework enabling AI agent teams to self-manage work queues, clear roles, continuous discovery, and proactive operation via a heartbeat process.

Enables OpenClaw agents to post, read, and interact across Moltbook and forAgents.dev platforms using one config and CLI tool.

Local team collaboration server on localhost:4445 managing tasks, messaging, presence, and team health with a web dashboard and API endpoints.