Conversion Tools

@conversion-tools I have a quarterly report in Excel at https://example.com/q4-report.xlsx — can you convert it to CSV so I can import it into our analytics tool?

I've converted your Excel file to CSV. The output contains 487 rows across 8 columns (Date, Region, Revenue, Units, Cost, Margin, Category, Notes). The CSV is now available for download and preserves all numeric precision from the original spreadsheet. You can use this file directly with most data import workflows.

This example shows the MCP's core file-conversion strength: taking a binary format and producing a clean, portable output. Requires an API key with conversion quota. The tool works with both uploaded files and public URLs, but cannot access files behind authentication.

@conversion-tools Take a screenshot of https://docs.example.com/api-reference and save it as PNG — I need to include it in a design review deck.

I've captured the full page as a PNG image (1920×4200px). The screenshot includes the entire scrollable content of the API reference page, rendered at standard desktop resolution. The image file is ready for download and can be embedded directly into presentation software or design tools.

Website-to-image conversion is asynchronous — the MCP returns a task ID that must be polled for completion (usually 5-15 seconds). This example highlights a common use case: archiving or sharing web content as static images. The viewport size can be customized if you need mobile or tablet dimensions.

@conversion-tools I uploaded a photo of a handwritten meeting agenda (meeting-notes.jpg). Can you extract the text as structured JSON with sections for attendees, topics, and action items?

I've processed the image using AI-powered OCR and structured the content into JSON. The output includes three top-level keys: `attendees` (array of 6 names), `topics` (array of 4 discussion items with timestamps), and `action_items` (array of 7 tasks with assigned owners). Note that handwriting recognition accuracy depends on legibility — two names in the attendees list have low confidence scores and may need manual review.

This showcases the MCP's AI-enhanced conversion: not just OCR, but intelligent structuring. The tool attempts to infer schema from context, but you'll get better results if you specify the desired JSON shape in your prompt. Accuracy varies with image quality and handwriting clarity — always verify critical data.

When agencies need one-click file reformatting for clients

A 6-person creative agency ships decks, reports, and mockups to clients who all want different formats—some need PDFs, others want HTML tables from Excel trackers, a few still ask for plain text. The Conversion Tools MCP handles this in Switchy without leaving the chat: upload the Excel budget, get back CSV for the client's accounting system; convert the Word brief to text for their CMS paste; snapshot the staging site as PNG for approval emails. The API key setup takes two minutes and all 10 tools share one auth. This works until you're converting 50+ files a day or need batch processing—at that scale, a dedicated conversion API with webhooks makes more sense. If your team ships mixed-format deliverables to non-technical clients weekly, this MCP eliminates the 'save as' shuffle and keeps file prep inside your workflow.

Why support teams use this for visual bug documentation

A 3-person SaaS support team fields 40 tickets a week, half with screenshots of broken UI states. They need those JPGs turned into structured JSON (button labels, error text, layout metadata) so the dev team can search past issues by visual element, not just ticket title. The 'Convert JPG to JSON with AI' tool does this in Switchy: paste the image URL from the ticket, get back machine-readable fields, log it to the knowledge base. The AI extraction isn't perfect—complex dashboards with overlapping text confuse it—but it catches 80% of common UI bugs without manual tagging. This breaks down if your ticket volume exceeds 200/week or you need sub-second response times; at that point, a dedicated OCR pipeline is cheaper. For small support teams documenting visual issues in under 50 tickets weekly, this MCP turns screenshots into searchable support history without custom tooling.

When legal teams need timestamped web snapshots

A 2-person compliance team at a fintech startup audits competitor pricing pages and regulatory disclosures quarterly. They need dated PDF snapshots proving what was live on a given day—courts accept PDFs, not browser history. The 'Convert Website to PDF' tool in Switchy lets them paste URLs during their audit Zoom, get back archival PDFs with metadata, and file them in the compliance folder before the call ends. The task-polling model means large pages take 15-30 seconds, which is fine for quarterly audits but too slow for daily monitoring. This also assumes the target sites don't block headless browsers; about 10% of enterprise sites do. If your compliance cadence is monthly or slower and you're snapshotting under 50 pages per cycle, this MCP beats paying for a dedicated web archival service.