"A document or documentation-related search" matching MCP servers:

• document-parser

  agenson-tools

  A

  license

  -

  quality

  C

  maintenance

  Provides AI agents with comprehensive document parsing capabilities including PDF text extraction, OCR, HTML-to-markdown conversion, table extraction, and summarization, optimized for agent workflows.

  Last updated 2026-04-02

  87

  MIT

• document-intelligence-server

  KennyWayn3

  A

  license

  -

  quality

  B

  maintenance

  Enables intelligent document processing by extracting text, classifying document types, and generating structured summaries from PDFs and images using vision LLMs.

  Last updated 2026-07-11

  MIT

• FastMCP Document Analyzer

  Tathagat017

  F

  license

  -

  quality

  D

  maintenance

  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

• PDF Document MCP Server

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  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 2026-06-26

  1

  MIT

• MCP Document Analysis Server

  BabyChrist666

  F

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.

  Last updated 2026-02-02

• pubmed-search

  pubspro

  A

  license

  -

  quality

  B

  maintenance

  MCP server for PubMed search and literature summarization

  Last updated 2026-05-30

  5

  1

  MIT

• Search Intent MCP

  captainChaozi

  A

  license

  C

  quality

  D

  maintenance

  An MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.

  Last updated 2025-03-31

  1

  4

  2

  ISC

• Search MCP Server

  guangxiangdebizi

  F

  license

  -

  quality

  D

  maintenance

  A Node.js MCP server providing browser search and web page access capabilities, including Google search, intelligent web analysis, and LLM-powered summarization.

  Last updated 2025-07-17

  10
• 

  Brave Search MCP Serverofficial

  brave

  A

  license

  A

  quality

  B

  maintenance

  An MCP implementation that integrates the Brave Search API, providing comprehensive search capabilities including web, local business, image, video, news searches, and AI-powered summarization.

  Last updated 2026-07-17

  1,194

  8

  17,348

  1,306

  MIT

• Simple Document Processing MCP

  cablate

  A

  license

  B

  quality

  D

  maintenance

  Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.

  Last updated 2025-06-02

  16

  1,201

  19

  MIT

• DuckDuckGo Web Search MCP

  kouui

  F

  license

  B

  quality

  D

  maintenance

  Allows you to search the web using DuckDuckGo and optionally fetch and summarize content from search results.

  Last updated 2025-03-17

  2

  4

• Tavily Search MCP Agent

  arben-adm

  A

  license

  -

  quality

  D

  maintenance

  This MCP server performs multi-topic searches in business, news, finance, and politics using the Tavily API, providing high-quality sources and intelligent summaries.

  Last updated 2025-01-29

  2

  MIT

• Groq MCP Document Assistant

  Adarsh152004

  F

  license

  -

  quality

  C

  maintenance

  A persistent document management and research assistant powered by Groq, enabling AI-driven document analysis, professional formatting, and long-term memory across sessions.

  Last updated 2026-07-07

• Personal File Search MCP

  rafiqul713

  F

  license

  -

  quality

  C

  maintenance

  Enables semantic search over personal files using natural language, with optional AI summarization, all running locally.

  Last updated 2026-06-28

• PDF Tools

  Open-Document-Alliance

  A

  license

  -

  quality

  A

  maintenance

  The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, split, extract, and analyze PDFs without sending files to a web app.

  Last updated 2026-07-21

  5

  144

  MIT

• DocMind

  dev-mhtmsr

  A

  license

  -

  quality

  B

  maintenance

  An MCP-native document research agent that provides search, summarization, and citation tools for iterative multi-step research, ending in validated structured JSON reports.

  Last updated 2026-07-14

  MIT

• Effect Q&A MCP Server

  forthy

  F

  license

  -

  quality

  C

  maintenance

  Fetches category data from a Q&A service API and returns a markdown summary grouped by category.

  Last updated 2026-06-28

• Document Intelligence MCP

  dshivasane

  F

  license

  -

  quality

  D

  maintenance

  Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.

  Last updated 2025-09-03

  1

• mcp-web-calc

  tickernelz

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.

  Last updated 2026-05-03

  5

  238

  7

  MIT

• youtube-context-mcp

  realiti4

  A

  license

  A

  quality

  A

  maintenance

  A small MCP server that gives agents rich context about a YouTube video — its transcript, jump-to-the-moment deep links, metadata, and most-replayed moments — so they can answer questions, summarize, pull quotes, or surface highlights.

  Last updated 2026-06-11

  7

  1

  MIT