"Using AI tools to auto-fill PDF documents with an MCP solution" matching MCP servers:

• md-to-pdf-with-mermaid-mcp

  polarnego

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  An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.

  Last updated 2025-08-27

  1

• mcp-pdf-tools

  seraphinerenard

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  security

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  An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.

  Last updated 2026-01-29

  6

  5

  MIT

• pdf-tools-mcp

  danielkennedy1

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  pdf-tools-mcp

  Last updated 2025-05-17

  31

  MIT

• mcp-pdf-tools

  hanweg

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  A

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  mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdfs-ordered (merge in user spec. order) • find-related-pdfs (regex extracted text for related PDF files)

  Last updated 2024-12-22

  5

  74

  The Unlicense

• Excel to PDF Converter

  kmexnx

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  security

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  An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.

  Last updated 2025-08-08

  2

  29

  6

  MIT

• PDF Tools MCP Server

  lockon-n

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  A comprehensive tool server for reading, merging, and extracting content from PDF files via local paths or direct URLs. It enables metadata retrieval, regex searching, and page-specific text extraction with built-in caching and workspace-restricted security.

  Last updated 2025-08-10

  9

  MIT

• PDF Reader MCP

  BACH-AI-Tools

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  A high-performance Model Context Protocol server that enables AI agents to extract text, images, and metadata from PDF documents using parallel processing. It features intelligent Y-coordinate content ordering to preserve natural reading flow and supports both local files and URL-based sources.

  Last updated 2026-02-16

  6

  MIT

• md-mermaid-to-pdf-mcp

  skmprb

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  F

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  Converts Markdown files and raw content into professionally styled PDFs with full support for Mermaid diagrams and syntax highlighting. It offers customizable page formats, margins, and modern typography for high-quality document generation.

  Last updated 2025-07-17

  11

• AI Agent with MCP

  moises-paschoalick

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  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 2025-06-27

  13

  2

• MCP PDF

  mcp-z

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  Enables creative PDF generation with full design control including colors, shapes, emoji, and Unicode support. Supports everything from simple documents to artistic masterpieces using PDFKit's powerful API.

  Last updated 2026-01-16

  5

  236

  1

  MIT

• Agentic AI System with MCP

  pratyush-usc-mba

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  security

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  Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.

  Last updated 2025-09-20

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

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  A

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  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• pdf-mcp

  angshuman

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  security

  F

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  An MCP server that provides tools for reading, writing, and manipulating PDF files, including text extraction, metadata retrieval, and merging or splitting documents. It also enables users to create PDFs from plain text and convert specific pages or entire documents into images.

  Last updated 2026-03-24

  16

• Markdown + Mermaid to PDF MCP

  aoprisan

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  security

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  Converts Markdown files and standalone Mermaid diagrams into high-quality PDF or PNG documents using Puppeteer and SVG rendering. It supports custom CSS styling and provides tools for professional document generation from markdown-based content.

  Last updated 2025-11-13

  3

• MCP PDF

  rsp2k

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  Enables AI-powered extraction and analysis of PDF documents with 40+ specialized tools for text, tables, images, layout analysis, security assessment, and document intelligence. Supports both text-based and scanned PDFs with OCR capabilities.

  Last updated 2026-04-07

  4

  MIT

• MCP CSV Analysis with Gemini

  falahgs

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  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• Auto-Browser

  LvcidPsyche

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  security

  A

  license

  B

  quality

  Human-in-the-loop automation framework. Log them in, watch them run.

  Last updated 2026-04-08

  32

  9

  MIT

• pdf-toolkit-mcp

  AryanBV

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  security

  A

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  MCP server for PDF manipulation — create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt, add QR codes, and more. 16 tools, zero external binaries, TypeScript-native. Install with npx -y @aryanbv/pdf-toolkit-mcp.

  Last updated 2026-04-02

  16

  44

  2

  MIT

• AI Developer Tools MCP Server

  grzetich

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  Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

  Last updated 2026-01-09

  4

  1

  MIT

• pdf-mcp

  I-CAN-hack

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  security

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  An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

  Last updated 2026-03-18

  5

  29

  MIT

• Auto dev

  drivly

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  Automotive Data for AI Agents

  Last updated 2026-04-08

  9

  MIT

• Auto Stitch MCP

  GreenSheep01201

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  An automated MCP server for Google Stitch that enables AI-driven UI design generation, screen management, and design system extraction. It provides 19 professional tools for creating consistent web interfaces, conducting accessibility audits, and exporting design tokens.

  Last updated 2026-01-21

  Apache 2.0

• With-MCP

  janwilmake

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  Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

  Last updated 2025-10-26

  3

  34

  MIT
• 

  PDF Export for AI Agentsofficial

  pdfcrowd

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  security

  A

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  Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

  Last updated 2026-02-20

  2

  46

  MIT

• PDF Generator API MCP Server

  ag2-mcp-servers

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  security

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  This MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.

  Last updated 2025-07-16

• Stitch MCP Auto

  GreenSheep01201

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  An automated MCP server for Google Stitch that enables AI-driven UI design generation, accessibility audits, and design system management. It streamlines workflows for creating responsive screens, extracting design tokens, and maintaining visual consistency across professional web projects.

  Last updated 2026-02-15

  375

  25

  Apache 2.0

• IDA Auto MCP

  mufeng05

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  security

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  A headless IDA Pro MCP server that enables AI agents to automatically open, analyze, and query multiple binary files simultaneously without manual GUI interaction. It provides 36 tools for tasks like decompilation, disassembly, and cross-reference analysis through IDA's idalib library.

  Last updated 2026-03-22

  4

• MCP PDF Server

  OptLTD

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  security

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  Provides tools for extracting text, performing OCR on scanned documents, and retrieving images from PDF files. It enables Model Context Protocol clients to process PDF content page-by-page through specialized extraction tools.

  Last updated 2025-07-16

  1

• Gen-PDF MCP Server

  gen-pdf

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  Enables AI assistants to generate professional PDF documents from markdown content with advanced typography, syntax highlighting, math equations, dark mode, and customizable styling options.

  Last updated 2026-03-11

  MIT
• 

  XML Documents MCP Server byofficial

  CDataSoftware

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  XML Documents MCP Server by CData

  Last updated 2025-10-18

  2

  MIT

• Skill-to-MCP

  biocontext-ai

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  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  21

  Apache 2.0

• MCP PDF Reader

  mlexpertio

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  security

  A

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  A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

  Last updated 2025-08-04

  4

  MIT

• PDF MCP Server

  nfsarch33

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  An MCP server for PDF form filling, basic editing, and OCR text extraction. It enables users to merge, rotate, annotate, and sign PDFs, while also supporting text extraction from both searchable and scanned image-based documents.

  Last updated 2026-03-02

• PDF-Tools MCP Server

  Theorhd

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  security

  F

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  Enables PDF generation from HTML, text, and Markdown content with customizable formatting options. Provides secure cross-platform PDF creation tools that automatically save to user directories like Downloads, Documents, or Desktop.

  Last updated 2025-09-15

  4

  13

• Youtube To Mp315 MCP Server

  BACH-AI-Tools

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  security

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  Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

  Last updated 2025-12-08

  MIT

• Auto-Snap MCP

  PovedaAqui

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  security

  A

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  quality

  A server that automates screenshot capture and document processing, allowing users to convert screenshots into PDFs and extract text through natural language commands.

  Last updated 2025-07-23

  10

  1

  MIT

• MCP PDF Reader

  Saqib-Aziz007

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  security

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  An MCP server that enables AI assistants to read, search, and analyze PDF files from local paths or URLs. It provides tools for extracting specific page ranges, searching for terms, and retrieving document metadata.

  Last updated 2025-10-27

  4

  22

  1

  MIT

• Quark Auto-Save MCP Server

  tnnevol

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  security

  F

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  Integrates with the quark-auto-save service to automate file saving from Quark Cloud Drive shares. It enables users to manage auto-save tasks, update configurations, and trigger immediate file transfers through natural language.

  Last updated 2026-04-01

  MIT

• mcp-pdf-reader

  pietermyb

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  security

  A

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  quality

  mcp-pdf-reader

  Last updated 2025-05-21

  6

  8

  MIT

• Jina AI MCP Tools

  PsychArch

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  security

  A

  license

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  quality

  Integrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.

  Last updated 2026-04-05

  1

  594

  39

  MIT

• MCP PDF Server

  xblanc33

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  Enables conversion of Markdown content into PDF documents with customizable paper formats and orientations. Supports both inline Markdown text and file path inputs, automatically generating PDFs using Playwright and Chromium.

  Last updated 2025-09-13

  3

  2

• MCP PDF to Markdown Converter

  thanharmstrong86

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  F

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  A multi-server system that converts PDF documents to Markdown format using FastMCP architecture with upload and convert servers orchestrated by a reactive client agent.

  Last updated 2025-09-10

• MCP PDF Server

  DeepSeekMine

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  A PDF processing server that extracts text via normal parsing or OCR, and retrieves images from PDF files through the MCP protocol with a built-in web debugger.

  Last updated 2025-04-28

  37

• git-auto-commit

  fundinglife

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  Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.

  Last updated 2025-09-08

  12

  MIT

• Custom PDF MCP Server

  Waicy

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  F

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  A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.

  Last updated 2025-06-18

  3

• Prompt Auto-Optimizer MCP

  sloth-wq

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  security

  A

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  quality

  An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

  Last updated 2025-08-03

  12

  3

  MIT

• PDF to PNG MCP Server

  truaxki

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  security

  F

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  quality

  A Model Context Protocol server that converts PDF documents into PNG images through a simple MCP tool call.

  Last updated 2025-01-06

  1

  8

• PDF Reader MCP Server

  pablontiv

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  security

  F

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  quality

  A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

  Last updated 2025-08-04

  4

  1

• MD-PDF MCP Server

  kareemaly

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  security

  F

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  An MCP server that enables bidirectional conversion between Markdown and PDF formats, including text extraction from specific pages and metadata retrieval. It supports customizable PDF output sizes and document processing through standard MCP tools.

  Last updated 2025-06-26

  5

  1

• Database Tools for Claude AI

  elber-code

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  security

  F

  license

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  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4