Document data extraction MCP servers

A server here extracts text or fields from documents, receipts or scans (OCR).

Not here: converting file formats.

573servers
292 remote281 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: anymd@sylphxai/anymdAny file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,035 GitHub stars.
  2. Number 2: Citra@sylphxai/citraCitra — PDF answers with page-level proof: structure, tables, OCR, and page citations.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,030 GitHub stars.
  3. Number 3: PDF Reader MCP@sylphxai-io/pdf-reader-mcpEvidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,028 GitHub stars.

Best fit

341 made for this, ranked by starsRemoteLocal
  1. Docling MCP @docling-project/docling-mcpConvert PDFs and other documents to structured formats via Docling, for AI applications.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.768 GitHub stars.
  2. Google Surf @harimxchoi/google-surf-mcpWeb, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.291 GitHub stars.
  3. reMarkable MCP Server @sammorrowdrums/remarkableRead, render, search, and manage reMarkable documents through MCP3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.243 GitHub stars.
  4. MinerU Open MCP @opendatalab/mineru-open-mcpParse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.221 GitHub stars.
  5. Gemini @rlabs-inc/gemini-mcpGemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.217 GitHub stars.
  6. Office Oxide @aimino-tech/office-oxide-mcpRust-native MCP server for Office document processing5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.163 GitHub stars.
  7. PDF @jztan/pdf-mcpAgentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.149 GitHub stars.
  8. Rendercheck @parthibanrajasekaran/rendercheckCheck from a screenshot that text is really visible to users. Local, offline OCR.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.94 GitHub stars.
  9. Obsidian Vault MCP @luffysolution-svg/obsidian-vault-mcpLocal Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.93 GitHub stars.
  10. pdfmux @nameetp/pdfmuxPDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.82 GitHub stars.
  11. Nutrient DWS MCP Server @pspdfkit/nutrient-dws-mcp-serverNutrient Processor + Data Extraction MCP: convert, OCR, sign, redact, and extract PDFs/Office docs.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.71 GitHub stars.
  12. Nutrient Document Engine MCP Server @pspdfkit/nutrient-document-engine-mcp-serverMCP server for self-hosted Nutrient Document Engine: extract, edit, redact, and annotate documents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.62 GitHub stars.
  13. DocSlicer @docslicer/docslicerAnswer questions from documents too large to fit in context, reading only the sections you need.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.35 GitHub stars.
  14. Documentation Extractor @nirholas/extract-llms-docsExtract llms.txt from any docs site - Mintlify Docusaurus GitBook parser3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.34 GitHub stars.
  15. Pdfco @mcparmory/pdfcoExtract data, edit, convert, and parse PDF documents with OCR and AI6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.32 GitHub stars.
  16. RAGStack @hatmanstack/ragstackSearch, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.25 GitHub stars.
  17. MCP Document Reader @xt765/mcp-documents-readerAn MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.23 GitHub stars.
  18. reMarkable MCP Server @wavyrai/rm-mcpAccess your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.21 GitHub stars.
  19. DeepSeek Visionary @xlight/deepseek-visionaryDeepSeek web vision model as an MCP server with browser auto-login.18% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.18 GitHub stars.
  20. Mistral @swih/mistral-mcpMistral MCP server: extract invoices and documents from text, Markdown or OCR into typed JSON.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.15 GitHub stars.
  21. SharePoint MCP Server @ravikant1918/sharepoint-mcpMCP server for Microsoft SharePoint — manage folders, documents, and metadata.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.12 GitHub stars.

Also touches on Document data extraction

106 where it is one part of a bigger job