CContextatorContextator turns documentation into a searchable Model Context Protocol endpoint that AI agents can talk to. It takes folders, git repositories, uploads, Notion workspaces, Confluence sites and documentation websites, and makes each project its own isolated MCP server. It is self-hosted and local by default: one Docker container holds the database and the app, and your documents stay on your infrastructure. Contextator is free and open source under the AGPL.
About Tunedness
Tunedness is an applied AI research and engineering lab under the Centvix umbrella. It tunes frontier models into systems that teams can operate in production. The products and projects under Tunedness are built on the same research, to Centvix’s shared standards with Tunedness’s own standards layered on top. Each one is designed to be measured before it is trusted and to stay maintainable after it ships.
tunedness.com