document-analysis MCP servers & tools

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

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Gemini MCP
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI
Text-to-Speech
Upvotes: 0Installs: 0GitHub stars: 218
Notebooklm MCP Secure
Pantheon-Security
Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses.
Research
Upvotes: 0Installs: 0GitHub stars: 86
Macos Vision MCP
woladi
Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native Vision API to expose OCR for images and PDFs (with reading-order paragraphs, bounding boxes, line/paragraph IDs, and confidence), face / barcode / QR / document-corner detection, and image classification — all as MCP tools any client (Claude Code, Claude Desktop, Cursor, Codex CLI) can call. 97% token savings vs sending raw images. Fully offline, no API keys, files never leave the Mac. One-line install: npx -y macos-vision-mcp.
Multimedia Process
Upvotes: 0Installs: 0GitHub stars: 6
Nexus Legal MCP
djtellado
Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and European law. 11 tools: analyze, draft, audit, montecarlo, doctrina (DGT/TEAC), jurisprudencia (CENDOJ 141k + Colombian CC/CSJ/CE 106k), opinion, redteam, crossbordercompare, consulta. Install: npx -y @nexus-legal/mcp with API key from https://nexusquantum.legal/developers.
Legal
Upvotes: 0Installs: 0GitHub stars: 2
Contract Analysis
AI contract analysis with partner-level redlines, OOXML Track Changes, and risk analysis.
Communication
Upvotes: 0Installs: 0GitHub stars: —
P
Prism
Every deadline in a lease, mortgage or policy: date, consequence, source quote. $0.50, 3 free.
Legal
Upvotes: 0Installs: 0GitHub stars: —
Contracko
Official
Import, review and track renewals on your business contracts from your AI assistant.
Legal
Upvotes: 0Installs: 0GitHub stars: 1
Excel Vision MCP
Excel reading MCP with embedded image extraction — AI agents see text and images in xlsx files
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 20
MCP Legal Doc Analyzer
Domain-specific MCP tooling for legal document workflows
Legal
Upvotes: 0Installs: 0GitHub stars: 1
V
Visuary Actuarial Value Calculator
Calculate Actuarial Value (AV) & metal tier of a health insurance plan from any document.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Mhlabs MCP Tools
An MCP server that provides text preprocessing, NLP components, and document analysis
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: —
E
Editalmd
Brazilian public procurement (PNCP): search, deadlines, tender markdown, alerts and watches.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Curagent Title Risk
AI title risk analysis for Florida real estate closing documents.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
D
Docspeed
Extract, ask, compare and parse PDFs/images with source evidence. OAuth sign-in or API keys.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
APICK Subagent
Document inventory, extraction, summaries and comparison with source quotes and usage billing.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —