Tools · Data Extraction
Best MCP servers for data extraction
211 MCP servers in the Official MCP Registry do data extraction. 119 can be used as a hosted endpoint, with nothing to install, and 147 publish their source code. First by relevance and readiness: Ocrspace, Light: Download + OCR and CPFL: Download + OCR.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 1 | Ocrspace OCR.space MCP — wraps the OCR.space API (ocr.space) for image/PDF → text OCR. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 2 | Light: Download + OCR Light: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 3 | CPFL: Download + OCR CPFL: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 4 | Light: Download via CEP + OCR Light: Download via ZIP code + OCR, official-source lookup. Platform-hosted, pay per query with prep | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 5 | Enel RJ: Download + OCR Enel RJ: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 6 | Enel SP: Download + OCR Enel SP: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 7 | CPFL: Download via link + OCR CPFL: Download via link + OCR, official-source lookup. Platform-hosted, pay per query with prepaid c | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 8 | Neoenergia (Elektro): Download + OCR Neoenergia (Elektro): Download + OCR, official-source lookup. Platform-hosted, pay per query with pr | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 9 | OCR Text Extraction API Extract text from images using OCR. Tesseract-powered. x402 micropayment. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 10 | ocr Read PDFs and images as markdown or text, with exact costs and hard spend caps. $0.75/1k pages. | In name ocr | HOSTEDLOCAL | Open | 2d ago |
| 11 | Image OCR Extractor (Apify Actor) OCR text from images and scanned PDFs; pay-per-event via your Apify account. | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 12 | space-ocr Verified OCR with per-value coordinates, plus a workspace agents can file documents into and query. | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 13 | PDF Text, Table and OCR Extractor PDF URLs to per-page text, tables as rows, Markdown, metadata and OCR for scanned pages. | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 14 | Bulk OCR: Image & Scanned PDF to Text from CSV or Google Sheet OCR every image and scanned PDF linked in an Apify dataset, CSV, Excel or Google Sheet, keeping... | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 15 | Structured Data Check Structured data validator in one call: extracts JSON-LD, microdata and RDFa from a URL or raw HTM... | In name structured data | HOSTEDLOCAL | — | 2d ago |
| 16 | LensaOCR Tesseract-compatible OCR over HTTP: send an image, get its text and word boxes in Tesseract's... | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 17 | Invoice & Receipt OCR Extractor to Excel Invoice and receipt extractor: reads PDF and image invoices/receipts with AI, pulling date… | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 18 | Invoice Data Extraction Invoices and other financial documents to rows: upload, say what to extract, read the rows. | In name data extraction | HOSTEDLOCAL | — | 2d ago |
| 19 | image-ocr Image URL → plain text OCR for bots. Free try then prepaid TEST. https://ocr.kymac.co | In name ocr | HOSTEDLOCAL | — | 2d ago |
| 20 | SQAI — deterministic, read-only structured data SQAI MCP server — four governed, deterministic, read-only data tools. Free login to execute. | In name structured data | HOSTEDLOCAL | Open | 2d ago |
| 21 | structured-data-validator Validate, transform, and normalize structured data for AI agents. | In name structured data | HOSTEDLOCAL | Open | 2d ago |
| 22 | libofcongress-mcp-server Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings. | In description ocr | HOSTEDLOCAL | Open | 1h ago |
| 23 | Transpic Image Translator Translate text inside images while preserving layout; OCR extraction. Free API key. | In description ocr | HOSTEDLOCAL | Open | 15h ago |
| 24 | apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | In description extract data | HOSTEDLOCAL | Open | 16h ago |
| 25 | Supadata Video transcripts, metadata and structured data from YouTube, TikTok, Instagram, X; web scraping. | In description structured data | HOSTEDLOCAL | Open | 1d ago |
| 26 | Spicrawl Web scraping to Markdown and structured data, screenshots, batch jobs and browser sessions. | In description structured data | HOSTEDLOCAL | Open | 1d ago |
| 27 | SmartPDF 24 PDF tools: convert to and from Office and JPG, compress, merge, split, OCR, sign, watermark | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 28 | Taggun MCP by usefulapi Scan receipts with Taggun OCR from a URL or file and read receipt-validation campaigns. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 29 | mindee Turn PDFs and images into typed fields — invoices, receipts, IDs and custom models — via Mindee OCR. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 30 | Instadash Live data grids for AI agents. Push structured data; humans review, agents read back via MCP. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 31 | Dbpedia DBpedia MCP — SPARQL + Lookup over Wikipedia-derived structured data | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 32 | PDF4me PDF & document automation via the PDF4me API — convert, OCR, extract, edit, secure. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 33 | PaperOffice AI Document AI and headless DMS: OCR, IDP, search, workflows, signatures. EU-hosted, OAuth 2.1. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 34 | ImagePay MCP ImagePay MCP: 40 x402 paid API tools (OCR, PDF, image, QR, tabular, web). Pay per call on Base. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 35 | Andreax x402 Services 54 pay-per-call AI services over x402 (USDC on Base): compression, OCR, FX, inference. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 36 | mifactory-scraping-api Web scraping for AI agents. Extract text and metadata from any URL worldwide. $0.005/page. | In description extract text | HOSTEDLOCAL | Open | 2d ago |
| 37 | Social → Context Turn a TikTok/Instagram/YouTube link into text for your AI: metadata, transcript and image OCR. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 38 | google-shopping Google Shopping products, prices, sellers, and deals as structured data via a hosted MCP server. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 39 | fuel-prices Gas and fuel prices by station and area, as structured data via a hosted MCP server. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 40 | Document to JSON – PDF Invoice/Statement/Contract Parser Turn any PDF into structured JSON via AI + OCR: invoices, bank statements, contracts. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 41 | deAPI MCP Server 35 AI tools for image/video generation, TTS, transcription, OCR & embeddings via deAPI | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 42 | marsgeo Generate SEO structured data: JSON-LD schema, robots.txt, sitemaps, hreflang, Open Graph, meta. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 43 | Inlay Make any website discoverable by AI agents via MCP, llms.txt, and structured data. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 44 | x402tools 10 pay-per-call tools for AI agents: QR, screenshots, DNS, OCR, PDF, email & more. USDC on Base. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 45 | Skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website. | In description extract data | HOSTEDLOCAL | Open | 2d ago |
| 46 | Agent Vending Factory Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights. | In description data extraction | HOSTEDLOCAL | Open | 2d ago |
| 47 | Toolora MCP Server 12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 48 | framefetch Any social-video URL → transcript, metadata, frames, OCR, summary, search, Q&A. MCP server + x402. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 49 | Frenchie OCR, transcription, file extraction, and image generation for AI agents via MCP. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
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FAQ
What is the best MCP server for data extraction?
By relevance and readiness, Ocrspace, Light: Download + OCR and CPFL: Download + OCR come first: the use case appears in their name and they can be used as a hosted endpoint. Check each page for how to connect and what keys it needs.
How many MCP servers are there for data extraction?
Electra Index lists 211 active MCP servers for data extraction from the Official MCP Registry. 119 offer a hosted endpoint and 147 publish their source code.
Is there a hosted MCP server for data extraction, with nothing to install?
Yes. Ocrspace, Light: Download + OCR and CPFL: Download + OCR declare a remote endpoint you add to your assistant's MCP settings.
Is there a ready-made AI agent for data extraction instead?
Yes. If you prefer a finished product to plugging tools into your own assistant, Clay (Claygent), Parallel Task API and Apify do this out of the box.
How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to data Extraction comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.