CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

Score agent manifests, generate CI workflows, and pull Clarx scan findings into your IDE.