12 #document-processing MCP Servers & Clients

QDrant Loader

martin-papy

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server

MCP Agentic Workflow Visualization

chrisrafuse

3D visualization of a document processing MCP(Model Contect Protocol) client-server workflow.

Simulates how 5 real Applicant Tracking Systems (Workday, Greenhouse, Lever, Taleo, iCIMS) parse a CV and surfaces vendor-specific lint warnings. Pure JS lint engine, MIT licensed, no network calls in the lint logic. Vendor rules cite their public sources. Tools exposed: analyze_

ADP is an Agentic Document Processing (ADP) product independently developed by Laiye. It deeply integrates Vision-Language Model (VLM), Large Language Model (LLM) and agent autonomous decision-making technologies, thoroughly revolutionizing traditional document processing modes.

FlexOrch MCP

flexorch

FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full pipeline: classify → extract fields → mask PII → export JSONL or RAG chunks, with PII detection across 10+ locales (TR, DE

Suparse

suparse

Extract structured data from PDFs and documents with Suparse AI OCR.

Metis MCP Tools

dagron78

A demo repository for testing the GitHub MCP server

MCP Server for Veryfi Document Processing

veryfi

Model context protocol server with Veryfi API access

MDMagic MCP Server

MDMagic-MCP

Convert Markdown to DOCX, PDF, and HTML using your own Word templates — your letterhead, your branding, your fonts. Plus 15 designer-built templates for when you don't have your own.

Aifais Document Intelligence

AIFAIS

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

A powerful Word document processing service based on FastMCP, enabling AI assistants to create, edit, and manage docx files with full formatting support. Preserves original styles when editing content.