xaviviro/Opendata.cat-MCP-Server

The project is a specialized wrapper using Anthropic's Model Context Protocol (MCP) to expose public Catalan data APIs to AI models. While it provides immediate utility for a specific geographic niche, it lacks a technical moat. The core logic involves mapping existing public Socrata-based APIs to the MCP schema, a task that is easily replicable. With only 13 stars and 1 day of age, it represents an early community contribution rather than an infrastructure-grade project. The frontier risk is high because general-purpose AI agents (like Claude with its own Tool Use or ChatGPT with GPT Actions) are increasingly capable of browsing these data portals directly or generating their own API clients on the fly. Furthermore, more comprehensive 'Open Data' MCP servers that cover multiple regions via standard API protocols (like Socrata or CKAN) would likely supersede this regional-specific implementation. Its survival depends entirely on the continued adoption of the MCP standard and its maintenance by the Opendata.cat community to provide 'ground truth' mappings that generic crawlers might miss.