Stop losing context between AI sessions. Give your agents persistent, searchable memory.
Your AI agents forget everything between sessions. Connapse fixes that.
Every time you start a new conversation, your AI agent starts from zero — no memory of past research, no access to your documents, no accumulated knowledge. Connapse is an open-source knowledge backend that gives agents persistent, searchable memory. Upload documents or point it at your existing Amazon S3 buckets or local filesystems. Agents query and build their own research corpus via 11 MCP tools, REST API, or CLI. Container-isolated, hybrid search (vector + keyword), self-hosted and private. Deploy in 60 seconds with Docker. Built on .NET 10.
🤖 AI Agent Integration — Claude queries and builds your knowledge base via MCP
AI agents query your knowledge base through the MCP server, receiving structured answers with source citations from your documents.
🎛️ Your Knowledge, Your Rules — Runtime configuration without restarting
Switch embedding providers, tune chunking parameters, and configure search — all at runtime, without restarting.
