"Requesting an answer from a specific document" matching MCP servers:

• MCP from Scratch Server

  pguso

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  A fully working MCP server built from scratch in plain Node.js, implementing tools, resources, prompts, notifications, and sampling according to the MCP specification, designed to connect to Claude Desktop or any MCP client.

  Last updated 2026-05-25

  7

  MIT

• Langflow Document Q&A Server

  GongRzhe

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  Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

  Last updated 2025-04-16

  1

  15

  MIT

• FastMCP Document Analyzer

  Tathagat017

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  A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.

  Last updated 2025-07-05

• MCP Document Parse Tool

  tianfn

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  Enables parsing and extraction of content from various document formats (PDF, Word, Excel, PowerPoint) into Markdown format using the Niutrans document API.

  Last updated 2025-12-17

  1

  5

  MIT

• AI Answer Copier

  XJTLUmedia

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  A Model Context Protocol (MCP) server that gives your AI assistant the power to convert Markdown into 14 professional document formats — PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG, and more. Stop copy-pasting. Let the AI do the exporting.

  Last updated 2026-04-20

  33

  3

• MCP Document Reader

  crispvibe

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  A multi-format MCP server that enables reading and generating Office, PDF, text, EPUB, and presentation documents. It provides unified tools for document processing and creation through AI assistants.

  Last updated 2026-04-15

  4

  8

  MIT
• 

  ProudNet Document MCPofficial

  Nettention

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  Provides AI tools with access to ProudNet documentation through search, page retrieval, and section listing capabilities. Enables users to query ProudNet networking library documentation using natural language.

  Last updated 2025-09-03

  3

  3

  MIT

• Document Generator MCP

  thiagotw10

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  Enables AI agents to generate professional Word and PDF documents with support for Markdown, syntax highlighting, and smart pagination. It features automatic JSON detection and responsive A4 formatting for creating high-quality technical reports and manuals.

  Last updated 2025-10-09

  2

  670

  6

  MIT

• Document Automation MCP Server

  vedantparmar12

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  A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

  Last updated 2026-01-19

  2

  MIT

• Claude Document MCP Server

  alejandroBallesterosC

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  A Model Context Protocol server that allows Claude Desktop to perform document operations on Microsoft Word, Excel, and PDF files including creation, editing, and format conversion.

  Last updated 2025-11-10

  49

  MIT

• Document Q&A MCP Server

  SY-MR-CODER

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  A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

  Last updated 2026-01-17

  MIT

• MCP Document Reader

  jbchouinard

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  A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB documents, designed to work with Windsurf IDE by Codeium.

  Last updated 2025-03-08

  9

  MIT

• MCP Document Indexer

  yairwein

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  Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.

  Last updated 2025-08-08

  19

  MIT

• MCP Document Server

  watsona4

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  A secure Model Context Protocol server that enables Claude AI to list, search, and read local documents in formats such as PDF, DOCX, and XLSX. It features read-only access with path traversal protection and supports deployment via Docker with SSE or STDIO transport options.

  Last updated 2026-02-18

  MIT

• Document Q&A MCP Server

  sprchr

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  Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

  Last updated 2026-01-05

  MIT

• Document Reader MCP Server

  qitianfeng

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  Enables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.

  Last updated 2025-08-13

  8

  MIT

• PDF Document MCP Server

  CSOAI-ORG

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  A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

  Last updated 2026-05-08

  6

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• Document Parser MCP

  kgand

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  An MCP server that uses the Docling toolkit to convert various document formats, including PDFs, Office files, images, and audio, into clean Markdown for AI processing. It supports multiple processing pipelines like VLM and ASR with intelligent auto-detection and job queue management.

  Last updated 2025-12-11

  2

  MIT

• MCP as a Judge

  OtherVibes

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  A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.

  Last updated 2025-12-15

  17

  MIT