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. iCloud Drive Docs @js713-lab/icloud-docs-mcpRead-only MCP server for listing, searching, downloading, and reading iCloud Drive documents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.2 GitHub stars.
  2. footnote-mcp @kazkozdev/footnote-mcpSource-grounded web research: search, extraction, verification, and browser automation.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  3. Pdf Suite @beepboop2025/pdf-suite-mcp37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  4. Laserfiche @samuelshernandez/laserfiche-mcpMCP server for self-hosted Laserfiche repositories — search and read documents from Claude.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  5. Sudzikcoin MCP @sudzikcoin/mcp-serverPay-per-call x402 tools: crypto market pulse, wallet reputation, token check, endpoint search.14% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  6. Biolit @rachadele/biolitLLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  7. Etld @pablixnieto2/etld-mcp-serverDeterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  8. Alembica MCP @open-and-sustainable/alembica-mcpMCP server for Alembica validation, extraction, cost estimation, and schema queries.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.2 GitHub stars.
  9. Transkribus @lazyants/transkribusTranskribus REST and Processing APIs — collections, HTR/OCR; default v1, optional v2 beta.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  10. Toolpiper @modelpiper/toolpiperOn-device MCP tools for macOS: local AI, speech, vision, browser automation, system control.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  11. ParseFlow @libres-coder/parseflowPDF parsing server with text extraction, metadata, search, images, and TOC via MCP5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  12. Contract Review Ai @csoai-org/contract-review-ai-mcpContract Review Ai MCP Server by MEOK AI Labs9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  13. IDs-LE @nolindnaidoo/ids-leExtract every UUID, ULID, NanoID, ObjectId and Snowflake, and decode the time inside.Not assessed yet.Runs on your machine, installed from npm.1 GitHub stars.
  14. Gemina FileTag @gemina/filetagSuperseded by co.gemina/gemina — same server, new name. Install co.gemina/gemina.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.1 GitHub stars.
  15. Receipts @theluckystrike/receiptsParse raw receipt lines into itemized totals with tax. All data is local.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  16. Danish annual reports (CVR) @mikkelmanniche-dk/dk-regnskab-mcpKey figures, history and all tagged facts from Danish companies' annual reports (XBRL).3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  17. Pdf Merge Split Stamp Extract Text @bestremotetools/pdf-merge-split-stamp-extract-textMerge, split, rotate, stamp and read PDFs from chat. Page ranges and watermarks, all on your machine6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  18. ParseRail @thecompound/parserail-mcpDocuments to schema-valid JSON plus 38 more finished-job AI tools, on one credit wallet.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  19. BensPDF @benbergner/benspdfRead PDFs locally: text, pages, metadata, scan detection, layout, permissions, render, OCR.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  20. Mexican Tax & Banking @ortamarco/mx-fiscal-mcp-serverValidate RFC, CURP, CLABE and NSS, read CFDI 4.0 invoices and check their SAT status. No keys.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  21. BookMCP @prem5123/bookmcpCited book knowledge for agents working on system design and implementation.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  22. Visiongemma @q1023884985/visiongemmaLocal AI vision MCP server for Windows: OCR, chart analysis, scene description. 100% offline.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  23. Pdf @wesseltl/pdf-mcpExtract text and tables from PDFs for an agent: invoices, reports, statements.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  24. Dates-LE @nolindnaidoo/dates-leExtract dates and timestamps from logs, data files and code, with their format and position.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.