Mathpix
for LuumenAI
Turn scanned runbooks, diagrams, and vendor PDFs into text your team can search
Mathpix reads images and documents and returns text, mathematics, tables, and structured markup you can edit. Connect it with an API key and Luumen can check job status, list past conversions, pull finished output, and submit new documents for OCR. Submissions and deletions are previewed and held for your approval first.
The Mathpix toolbox
28 tools: 13 read, 15 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadGet App TokenGet expiry and ownership metadata for a specific short-lived Mathpix app token.
- ReadGet Conversion ResultWait for an existing Mathpix Markdown conversion and requested format to finish, then return its status and downloadable output file without creating a conversion.
- ReadGet Document ResultWait for an existing Mathpix document job and requested format to finish, then return its status and downloadable output file without creating a new job.
- ReadGet File JobGet aggregate status, file and page counters, and timestamps for one Files API job.
- ReadGet File ResultWait for an existing Files API file and selected format to finish, then return its status and downloadable output without creating a file.
- ReadGet Job File by Custom IDGet the complete Files API processing status for one job member using the exact caller-defined custom ID assigned at submission.
- ReadGet OCR UsageReturn one page of aggregated Mathpix OCR usage for a date range, optionally grouped by usage type, request configuration, or application.
- ReadList ConversionsList one page of retained Mathpix Markdown conversion records, optionally filtered by date, and return IDs usable by conversion result or deletion tools.
- ReadList Data SourcesList cloud-storage data sources registered with Mathpix, returning only allowlisted non-secret metadata.
- ReadList DocumentsList retained document OCR jobs for the connected account, optionally filtered by date or document ID, and return one page.
- ReadList File Job FilesList one cursor-paginated page of files in a Mathpix Files API job, optionally filtered by terminal status.
- ReadList File JobsList one cursor-paginated page of Files API jobs newest first, optionally bounded by inclusive UTC dates.
- ReadSearch OCR ResultsSearch retained image and stroke OCR history by date, identifiers, content, tags, or detected content and return one page of results.
- WriteConvert Mathpix MarkdownSubmit Mathpix Markdown, wait for one requested format to finish, then return the conversion ID and downloadable output file. Approval by default
- WriteCreate App TokenMint a short-lived client OCR credential, optionally with a live ink strokes session. Approval by default
- WriteDelete ConversionPermanently delete one Mathpix Markdown conversion's hosted output data after explicit confirmation. Approval by default
- WriteDelete DocumentPermanently delete one Mathpix document source and its hosted outputs after explicit confirmation. Approval by default
- WriteDelete FilePermanently delete one terminal Files API file and its Mathpix-hosted results. Approval by default
- WriteFinalize File JobPermanently close one Files API job to new file additions and arm its completion webhook. Approval by default
- WriteGet Storage Onboarding IdentitiesGet the Mathpix AWS, Azure, and GCP identities needed to grant cloud-storage access. Approval by default
- WriteOCR DocumentSubmit a PDF, office document, or ebook URL, wait for OCR and the requested conversion to finish, then return its Mathpix job ID and downloadable output file. Approval by default
- WriteOCR ImageExtract text, math, tables, diagrams, or chemistry from one image URL or base64 data URI and return the requested OCR representations. Approval by default
- WriteProcess File URISubmit one public or registered-cloud document URI to the paid Files API, wait for OCR and one requested output, and return the retained file ID and downloadable result. Approval by default
- WriteProcess Image BatchSubmit a paid asynchronous batch of 1-100 named public image URLs, wait until every key has a semantically successful OCR result, and return the retained batch ID and results. Approval by default
- WriteRecognize StrokesRecognize handwritten math or text from aligned x/y digital-ink stroke arrays and return OCR representations. Approval by default
- WriteRevoke App TokenIrreversibly revoke one short-lived app token immediately. Approval by default
- WriteSubmit File JobSubmit 1 to 200,000 remote documents as one paid asynchronous Mathpix Files job. Approval by default
- WriteUpload and Process FileUpload one local document to the paid Mathpix Files API, wait until OCR and one requested output are ready, then return the retained Mathpix file ID and a downloadable result. Approval by default
One prompt, start to finish
What a governed Mathpix run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — convert mathpix markdown, create app token, delete conversion, delete document, and more — is shown as a plan and requires approval by default, including the 9 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Mathpix — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task status
AffindaRead parsed documents, collections, and annotations — change them with approval
Agent MailGive the agent its own mailbox for reading threads and sending updates
AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Mathpix to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.