Connapse is an open-source knowledge backend that provides AI agents with persistent, searchable memory by allowing them to upload documents and query their own research corpus through various tools and APIs.
From the registry: Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
$ git clone https://github.com/Destrayon/Connapse.git && cd Connapse && docker-compose up -dhttps://github.com/Destrayon/Connapse$ connapse auth agent-key createPlease install the `connapse` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Deploy Connapse stack** — Clone repo and run docker-compose up. Set CONNAPSE_ADMIN_EMAIL, CONNAPSE_ADMIN_PASSWORD, and Identity__Jwt__Secret env vars before starting. Run: `git clone https://github.com/Destrayon/Connapse.git && cd Connapse && docker-compose up -d` (https://github.com/Destrayon/Connapse)
- **Create agent API key** — Create agent API key via web UI (Settings → Agent API Keys) or CLI. Run: `connapse auth agent-key create`
Canonical MCP server config (HTTP transport):
- url: `http://<your-connapse-host>:5001/mcp`
- headers:
- `X-Agent-Api-Key`: `<your-connapse-agent-api-key>`
Note: Self-hosted .NET 10 app with PostgreSQL+pgvector and MinIO. Uses Streamable HTTP transport.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.CONNAPSE_ADMIN_EMAILrequiredAdmin email for authenticationCONNAPSE_ADMIN_PASSWORDrequiredAdmin password for authenticationIdentity__Jwt__SecretrequiredSecret key for JWT authenticationAI Agents Framework with Self Reflection and MCP support