Entent
Entent is an open‑source platform that enables LLMs to access and interact with real‑time API data through the Model Control Protocol (MCP). It provides MCP servers for services like Discord and GitHub, exposing tools that LLMs can call directly. The platform also enables intuitive automation triggers via emoji reactions, allowing users to kick off workflows with a simple click.
The Challenge
LLMs are powerful, but they live in a static world. They can't access real-time data from Discord, GitHub, calendars, or other live services without complex integrations. Developers need a standardized way to give LLMs live context and trigger automations without building every integration from scratch.
Technology
TypeScript monorepo with multiple MCP servers (Discord, GitHub, Calendar). Each server runs on Node.js and exposes tools via the Model Control Protocol. Configuration via environment variables. Designed to work with Claude Desktop and any other MCP‑compatible LLM client.
Relevant Links Additional Resources
Curated documentation, external repositories, and supporting materials related to this experimental protocol.
What this project taught me
How to balance depth with delivery, when to build vs buy, and why documentation is as important as code. I'd love to apply the same rigor to your challenges.