Document data extraction MCP servers

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

Not here: converting file formats.

576servers
295 remote281 localTagged by Odel's AI, which can make mistakes

Best fit

342 made for this, ranked by starsRemoteLocal
  1. TruePath PDF @joytruepath/truepath-pdf-mcpLocal-only PDF tools for AI — extract text, search, split/merge, render pages. Files never leave.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  2. methods-mcp @flynnlachendro/methods-mcpMCP server for structured methods extraction + reproducibility heuristics on academic papers.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  3. Contract Ops @drbaher/contract-ops-mcpOne MCP server for the contract-ops suite: all nine local-first CLIs as agent tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  4. ClicheFactory Document Intelligence @clichefactory/clichefactory-mcpExtract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  5. Pdf Document @csoai-org/pdf-document-mcpPdf Document MCP Server by MEOK AI Labs10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  6. PDF To Text @jim-panse/pdf-to-textExtracts PDF text locally, with macOS PDFKit and Vision OCR fallbacks and optional AI retry.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  7. 2kw.ai @2kw/mcp-serverEU-hosted AI platform: OpenAI-compatible LLM gateway, document extraction, transcription, agents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  8. SchemaSure — structured extraction @noamjose/schemasureExtract schema-valid JSON from text/HTML or document images. Pay per call via x402 V2.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  9. Medigami @maximusrufus/medigamiAttested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/NPI lookups.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  10. PolDex @lordolami/poldexMCP server exposing PolDex commercial insurance extraction tools to AI agents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  11. Handinloop @lesofi/handinloop-mcp-serverHuman-in-the-loop document extraction: submit a doc, get validated fields and an audit trail.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. DicePDF @ishan-maheshwari/dicepdfLocal-first PDF tools for AI agents: merge, split, extract, render, compress. Files stay on-device.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  13. Jp Doc Intel @infoinlet-marketplace/mcp-jp-doc-intelJapanese document AI for agents — invoice/meishi extraction, OCR, classification (hosted API).5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  14. Perception @egorthinks/perceptionPerception for AI agents: media QC asserts, image diff, OCR tiles, video/audio analysis, PDF, 3D.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  15. RQ SCAN @recerqa/rq-scanMCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  16. Lucid Apple @lucid-systems-llc/lucid-apple-mcpOn-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detection, generation.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  17. MCP Search Server @kazkozdev/searchWeb search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  18. Pdf @yaktool/pdfMerge, split, compress, unlock, organize, extract, fill forms and check PDFs — 12 local tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  19. Bank Statement Sheet @bankstatementsheet/bank-statement-sheet-mcpConvert PDF bank statements into transactions that arrive with a pass/fail reconciliation verdict.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Rejstrik @janf19/rejstrik-mcpCzech company registry MCP that reads filed PDF financial statements — keyless, agent-native.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  21. DeepSeek PDF Reader @flt1milize/deepseek-pdf-readerPDF文字提取(自动OCR) · 搜索(正则+高亮) · 表格(三路径) · 预览 · 摘要 · 图片 · 单页 · OCR进度推送6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  22. PDF Kit @benhuang21828/pdfkitAI-powered PDF tools: fill forms, merge, extract data, and split PDFs7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  23. Parser @wrapper-agency/parserParse receipts & invoices into structured JSON. Pay per call in USDC (x402 on Base), no API key.17% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.