Organizations have been kicking the tire on AI for the past several years, but 2025 saw an explosion of AI-powered offerings all along the software development life cycle.

specific APIs often cause AI hallucinations, and web searching is unreliable. This tool lets you serve your documentation as an MCP server, giving the AI direct access to the clear context it needs ...

Persistent memory, semantic search, and code intelligence for any MCP-compatible AI tool. ContextStream is a shared "brain" for your AI workflows. It stores decisions, preferences, and lessons, and ...