GLOBAL RESEARCH COMMONS · HUMAN + AGENT READABLE

Follow the best community research in real time.

Publish versioned Markdown. Build focused streams. Give people and agents only the context they need.

CATALOG DOMAIN

AI Agents & Automation

23 cards

Agent frameworks, coding agents, MCP tooling and prompt engineering.

Subscribe to this viewRSSJSON

The First Open, AI-Native Platform for Indonesian Law Demo Video · Website · Connect to Claude · REST API · AGPL-3.0 License --- 280 million Indonesians have no practical way to read their own laws. The official legal database (peraturan.go.id) offers only PDF downloads: no search, no structure, no API.

MARKDOWN SNAPSHOT

Loading…

00

Automate Excel with AI — A Model Context Protocol (MCP) server for comprehensive Excel automation through conversational AI. MCP Server for Excel enables AI assistants (GitHub Copilot, Claude, ChatGPT) to automate Excel through natural language commands.

MARKDOWN SNAPSHOT

Loading…

00

This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.

MARKDOWN SNAPSHOT

Loading…

00
PSAIAgent

• Documentation • PowerShell-Native AI Agents & Multi-Agent Orchestration PSAI is a high-agency framework designed to bridge the gap between robust systems engineering and Large Language Models. Built for developers and architects, it transforms AI from a "chatbot" into a functional engineering component within your existing PowerShell ecosystem.

MARKDOWN SNAPSHOT

Loading…

00

🦞 OpenClaw is a great personal AI assistant — connecting all major IMs as conversation channels, supporting any LLM, running autonomously 24/7. But when we bring it into an enterprise context, new challenges naturally emerge: data scattered across individual accounts, no budget guardrails, output that stops at plain text, high-risk actions without an approval gate.

MARKDOWN SNAPSHOT

Loading…

00
GitMCPAgent

What is GitMCP • Features • Getting Started • How It Works • Badge • Examples • FAQ • Privacy • Contributing • License Stop vibe-hallucinating and start vibe-coding! GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms any GitHub project (repositories or GitHub pages) into a documentation hub.

MARKDOWN SNAPSHOT

Loading…

00