Show HN: Agent Tools – 136 deterministic data tools for AI agents (MCP/A2A/REST) (github.com)

Atmatic.ai has launched Agent Tools, an open-source data utility platform designed for AI agents, featuring 136 deterministic tools that transform, format, and inspect structured data. This platform addresses critical challenges faced by large language models (LLMs), such as handling large file sizes, ensuring strict correctness, and maintaining repeatability. By providing a reliable execution layer, Agent Tools enhances the functionality of AI agents, allowing them to produce correct, inspectable, and production-ready data outputs while operating securely in air-gapped environments. Significantly, Agent Tools supports various data formats, including JSON, CSV, PDF, XML, Excel, and more, enabling seamless integration with modern data workflows. It includes features such as validation against JSON schemas, detailed statistics for CSV and Excel files, and powerful tools for manipulating images and PDFs. With easy access to these tools through a hosted version, the platform promises to streamline data operations for AI applications, making it a valuable asset for developers and businesses looking to leverage AI technologies effectively.