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.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 101 | Scanverion Document OCR, vehicle analysis, and workspace usage tools for Scanverion. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 102 | Universal Web Data Scraper & Extractor Tool Extract data from any website with this web scraper tool. | In description extract data | HOSTEDLOCAL | — | 2d ago |
| 103 | PDFHaul MCP PDF tools for Claude: merge, split, compress, convert, OCR & more. Requires a PDFHaul API key. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 104 | pdfintact Extract tables, text and formulas from PDFs, including scanned pages and broken text layers. | In description extract tables | HOSTEDLOCAL | — | 2d ago |
| 105 | AI Search Kit Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 106 | extract Web extraction, OCR (Japanese-strong), invoice and company data for AI agents. x402, no API key. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 107 | Edge Lab Query published LifeLongEdge Edge Lab trading-system research studies as structured data. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 108 | Hydrafetch Turn any URL into clean Markdown and structured data. Scrape, crawl, search and extract. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 109 | Contrie Extract structured data from a web page, read it as markdown, verify values against the source. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 110 | Chrysai Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD structured data. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 111 | Brainiall Image Background removal, upscaling, face restore, document OCR, table extraction, visual understanding. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 112 | AgenticTotem Web Extractor AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-per-use via x402. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 113 | Arca Arca is a private data vault where your AI stores your structured data, semantic memory and skills. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 114 | FactScan AI OCR and document understanding: extract text from images, then summarize or translate it. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 115 | DataSnipe MCP Extract structured data points from research papers and other documents with an LLM. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 116 | mcp ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 117 | RegLayer Instant Decision Briefs Company-specific regulatory assessments for concrete business questions, as structured data or PDF. | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 118 | openbash Primary data as bash programs: trials, filings, customs, rentals, rank, OCR and SQL. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 119 | pdfAssistant Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. From pdfAssistant. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 120 | NativePort 30+ web-access and AI APIs behind one key: search, scraping, browsers, voice, OCR and LLMs. | In description ocr | HOSTEDLOCAL | — | 2d ago |
| 121 | AkkruData SEC filings, financial statements, metrics, insider and institutional holdings as structured data | In description structured data | HOSTEDLOCAL | — | 2d ago |
| 122 | docling.rs Documents to Markdown for agents: PDF layout, tables and OCR, Office, HTML, scans. docling in Rust. | In description ocr | HOSTEDLOCAL | Open | 9h ago |
| 123 | parserbee-mcp Extract structured data from invoices, receipts and other documents with ParserBee. | In description structured data | HOSTEDLOCAL | Open | 22h ago |
| 124 | fm-mcp Delegate summarising, extraction, classification and OCR to the macOS 27 on-device model. | In description ocr | HOSTEDLOCAL | Open | 1d ago |
| 125 | fantoma Accessibility-tree browser for AI agents: read pages, log in, extract data, run tasks. | In description extract data | HOSTEDLOCAL | Open | 1d ago |
| 126 | Papyrio PDF Tools Compress, convert, merge, split and OCR PDFs from an assistant, using local files. | In description ocr | HOSTEDLOCAL | Open | 1d ago |
| 127 | PDF To Text Local MCP server for extracting text from PDF files with optional OCR and AI fallback. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 128 | GoldBean MCP Server 51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 129 | openbrowser-ai AI browser automation. Write async Python to navigate, click, type, and extract data. | In description extract data | HOSTEDLOCAL | Open | 2d ago |
| 130 | ocular Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 131 | macos-vision-mcp Local OCR & screen understanding for agents: read any window, find what to click. No uploads. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 132 | eKYC Suite KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 133 | pdf-mcp Extract text and tables from PDFs for an agent: invoices, reports, statements. | In description extract text | HOSTEDLOCAL | Open | 2d ago |
| 134 | reMarkable MCP Server Access your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes | In description extract text | HOSTEDLOCAL | Open | 2d ago |
| 135 | denpyo-mcp Japanese invoice/receipt OCR + tax registration-number (T-number) verification, via x402. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 136 | thunderbit-mcp-server AI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 137 | kitbag-mcp Zero-config MCP server bundling 50+ utility tools: converters, OCR, scraping, and formatters. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 138 | Suparse Document Processing Extract structured data from PDFs and documents with Suparse AI OCR. | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 139 | Native DevTools MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 140 | Sezzlee PDF Extract text from local PDF documents with optional pluggable OCR. Read-only, no network. | In description extract text | HOSTEDLOCAL | Open | 2d ago |
| 141 | techtenstein-pdf PDF text and table extraction plus metadata. Supports OCR for scanned documents. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 142 | rasterly Web toolkit for AI agents: read any URL as Markdown, screenshot, extract data, or crawl a site. | In description extract data | HOSTEDLOCAL | Open | 2d ago |
| 143 | visiongemma Local AI vision MCP server for Windows: OCR, chart analysis, scene description. 100% offline. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 144 | reMarkable MCP Server (Read/Write) Read, write, and manage your reMarkable tablet — browse, upload, create folders, move, delete, OCR | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 145 | NIRA Screen Vision MCP Real-time screen capture + AI vision for Claude — see, analyze, and OCR your screen | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 146 | plonk Plonk gives agents local macOS tools for windows, workspaces, screenshots, OCR, and more. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 147 | VeilQuota Private OCR, web search, and attested AI chat, paid with anonymous credits bought with shielded ZEC | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 148 | aikount-mcp Contabilidad española con IA: facturas, gastos por OCR, conciliación bancaria y Modelo 303. | In description ocr | HOSTEDLOCAL | Open | 2d ago |
| 149 | meshdb Distributed search and indexing MCP — full-text search, semantic queries, structured data | In description structured data | HOSTEDLOCAL | Open | 2d ago |
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FAQ
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. Scanverion, Universal Web Data Scraper & Extractor Tool and PDFHaul MCP 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.