Connapse

Connapse is a self-hosted, open-source MCP server that provides AI agents with persistent, searchable knowledge bases. It enables hybrid search (vector + keyword), document upload, organized containers, and file management, integrating with local filesystems, Amazon S3, and Azure Blob Storage. Connapse exposes 11 MCP tools (including upload, bulk upload, file management, and advanced search), with runtime-configurable settings, Docker support, and a CLI client. Ideal for organizations and developers needing private, extensible, and agent-accessible knowledge retrieval for AI workflows.