Connapse

Connapse gives AI agents persistent memory across sessions. It's a self-hosted knowledge backend that ingests documents from S3, Azure Blob Storage, local filesystems, or direct uploads, then exposes them through 11 MCP tools including semantic and hybrid search, bulk file operations, and container management. The agent can query your research corpus, upload new documents, and retrieve full parsed text with source citations. Everything runs in Docker with PostgreSQL and pgvector for storage, MinIO for objects, and a .NET 10 backend. Containers synced from cloud storage are read-only, while filesystem containers support writes based on permission flags. You'd reach for this when you need Claude to remember documents and research between conversations without re-uploading context every time.