A personal RAG database you build from chat, so AI creates work that sounds like you.
A personal RAG database you build from chat, so AI creates work that sounds like you.
A personal RAG database and semantic search engine you build and control from inside your AI chat. Store your knowledge, voice, and skills as you work. Retrieve them in seconds, source always cited. Your AI then creates output that is recognisably you, in every conversation.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| add_knowledge | Store a typed, tagged knowledge item |
| add_voice_note | Store a voice note transcript with automatic extraction |
| add_document | Store a long document with automatic chunking |
| add_from_url | Fetch and store a web page |
| add_reference_record | Store a creation event linking knowledge and skills used |
| search_twin | Semantic search across all knowledge |
| search_for_creation | Dual search returning skills and knowledge separately |
| get_by_type | Retrieve all items of a specific type |
| get_by_tag | Retrieve all items with a specific tag |
| list_recent | List recently added items |
| get_schema | Overview of your types and how many items you have |
| get_sources | List all source documents |
| find_patterns | Surface recurring patterns across your knowledge |
| synthesise | Synthesise across multiple knowledge items on a topic |
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.