document-parsing MCP servers & tools

15 Model Context Protocol servers tagged “document-parsing”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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K
Kordoc
Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 2.5k
MinerU Ecosystem
opendatalab
Official MinerU document parsing MCP (mineru-open-mcp on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the MinerU API; free Flash mode without an API key (about 20 pages per file); optional MINERUAPITOKEN for higher limits.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 226
MinerU Open MCP
Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 226
Free Search
No-API-key web search, page fetching and document reading across many engines. Local-first.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 141
ParseRelay
Parse a document into structured, confidence-scored fields. Bring your own model, pay per scan.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
Mineru MCP
linxule
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 10
Contract Parser
Document to JSON – PDF Invoice/Statement
Turn any PDF into structured JSON via AI + OCR: invoices, bank statements, contracts.
Legal
Upvotes: 0Installs: 0GitHub stars: 8
Parseur
Manage Parseur.com mailboxes, parser fields, documents, exports and webhooks.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 8
P
Parser
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on Base), no API key.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
P
Parsedoc
Agent-native document parsing: PDF, scans and FR/EU invoices to structured JSON or Markdown.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
Groupdocs Parser MCP
MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
Aviation Accident Analysis MCP
Aviation accident report parsing and prompt generation service under the SHELL framework.
Aerospace & Astrodynamics
Upvotes: 0Installs: 0GitHub stars: —
AILANG Parse
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
AIDataParser
Extract schema-guaranteed JSON from PDFs, images and messy text. 50 free credits, no card.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
X
Xonta Docs RU
Russian docs for AI agents: invoices/acts PDF, document parsing, INN checks, medical ad checks
Biology & Bioinformatics
Upvotes: 0Installs: 0GitHub stars: —