Finding the invoice
The office manager asks for the latest Northwind Energy invoice. Memtro searches by correspondent and type, finds the one dated 2 November for £412.60, and reads its OCR text to confirm the account number and due date.
Ask Paperless-ngx for the latest invoice from a supplier, or what a scanned letter says.
Connect Paperless-ngx with an API token and Memtro searches your document archive by text, correspondent, type, tag and date, and reads one document with its OCR text and notes. Memtro talks to your own self-hosted server. The hourly sync writes each document's metadata into memory, never its text. When you ask, and once an administrator has granted them by name, it can add notes, tags, types and storage paths, retag or refile documents in bulk, re-run OCR, and move documents to the trash or restore them. Deleting a tag or a note, or destroying a trashed document, is permanent.
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Paperless-ngx tool, reads what it needs, and answers with the source cited.
These tools change something in Paperless-ngx. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
Once Paperless-ngx is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
What is the latest invoice from Northwind Energy?
Which documents tagged insurance arrived this year?
What does the letter from HMRC dated in September say?
Tag every Brightwave Ltd invoice from October as paid
Add a note to the BigCo lease saying it was renewed
The office manager asks for the latest Northwind Energy invoice. Memtro searches by correspondent and type, finds the one dated 2 November for £412.60, and reads its OCR text to confirm the account number and due date.
Grace Holloway asks Memtro to tag the twelve Acme invoices from October as paid. Memtro finds them, adds the paid tag to all twelve in one change and keeps the tags each already had. Paperless may run any workflow set to fire when a document is updated.
The teams that lean on Paperless-ngx most, a question each of them asks, and what they connect beside it.
A record in Paperless-ngx is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
In the Paperless web UI open the user menu → My Profile → API Auth Token, click the circular arrow to generate a token and copy it. Generating a new one invalidates the old
The token carries all of its user's permissions, so consider a dedicated Paperless-ngx user that sees only the documents it should, and can change only what Memtro may change
Open Connections → Paperless-ngx in Memtro, paste the API token and type your server's name in Host only, with no https://, path or port: a public DNS name with a publicly trusted certificate, as IP addresses, private names and self-signed certificates are refused
Ask for the latest invoice from your electricity supplier
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Paperless-ngx tools are the same everywhere.
Only when you ask, and only what it has been granted: add a note to a document; create a tag; create a correspondent; change a document's title, correspondent, type, date or tags; delete a note from a document; move a document to the trash; add or remove tags on several named documents at once; set or clear the correspondent or document type of several named documents at once; re-run OCR and processing on named documents; create a document type or a storage path; rename a tag or change its colour, inbox flag or matching, or delete a tag from every document; restore named documents from the trash, or destroy named trashed documents permanently. Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded. An hourly sync anchors recently changed Paperless-ngx records into memory as entities.
Host and API token. In the Paperless web UI open the user menu → My Profile → API Auth Token, click the circular arrow to generate a token and copy it. Generating a new one invalidates the old.
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.
Sign in, add a provider key, create an API key and point your tools at Memtro. It takes about five minutes.
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