"A+guide+to+conducting+thorough+web-based+research" matching MCP servers:

• Web Research Assistant

  elad12390

  A

  license

  A

  quality

  B

  maintenance

  Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.

  Last updated 2026-05-26

  14

  9

  MIT

• Web Research MCP Server

  CSOAI-ORG

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to perform web searches via DuckDuckGo without API keys and automate browser tasks with headless Chromium. Supports multi-step research workflows that automatically search and extract content from multiple pages.

  Last updated 2026-04-26

  51

  MIT

• MCP Web Research Agent

  SnotacusNexus

  A

  license

  -

  quality

  C

  maintenance

  Enables automated web research and intelligence gathering through recursive web crawling, multi-engine search integration, and persistent SQLite storage with support for keyword filtering and multiple export formats.

  Last updated 2025-11-11

  MIT

• MCP-Guide

  qpd-v

  A

  license

  B

  quality

  C

  maintenance

  A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.

  Last updated 2024-12-19

  3

  27

  64

  Apache 2.0

• mcp-guide

  deeprave

  A

  license

  B

  quality

  -

  maintenance

  Enables AI agents to access and manage project guidelines, documentation, and context through a structured content system with template support and workflow management.

  Last updated 2026-05-19

  37

  MIT

• Teams Guide MCP

  geunu97

  A

  license

  C

  quality

  B

  maintenance

  Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

  Last updated 2025-12-04

  3

  1

  MIT

• Meditation Guide AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  Meditation Guide AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  8

  MIT

• synapse-research

  NimbleBrainInc

  A

  license

  -

  quality

  C

  maintenance

  A deep-research MCP server exposing a single task-augmented tool that runs GPT-Researcher with Tavily search, Anthropic Claude, and OpenAI embeddings, streaming progress via MCP tasks and Upjack entity stream.

  Last updated 2026-05-27

  MIT

• Cheap Research

  Core-Fidelity

  F

  license

  -

  quality

  -

  maintenance

  A bounded evidence review engine that ingests documents, extracts evidence for a given claim, detects contradictions, and produces auditable evidence packets without hallucinations or open-web research.

  Last updated 2026-04-26

• Harness Research MCP

  Nimo1987

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to perform professional-grade deep research by aggregating real-time data from multiple sources, evaluating source credibility, and generating comprehensive reports.

  Last updated 2026-03-31

  3

  11

  Apache 2.0

• Web Researcher MCP

  zoharbabin

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI-powered web research — search (Google, Brave, Serper, SearXNG), scrape any page, extract PDFs/DOCX/YouTube transcripts, academic & patent search. Single Go binary. Works with Claude, Cursor, Copilot, and any MCP client.

  Last updated 2026-05-27

  30

  9

  13

  MIT

• ML Research MCP

  nishide-dev

  A

  license

  A

  quality

  C

  maintenance

  Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

  Last updated 2026-02-07

  9

  MIT

• MCP Web Research Server

  PhialsBasement

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that enables Claude to perform web research by integrating Google search, extracting webpage content, and capturing screenshots in real-time.

  Last updated 2025-11-09

  4

  1,922

  9

  MIT

• Secant Agent Research

  jnilrac

  A

  license

  A

  quality

  B

  maintenance

  Paid web research MCP tools for autonomous agents: search, page extraction, citations, and diff monitoring through a live x402 API. Unpaid calls return the Base USDC payment requirement so agents can pay and retry safely.

  Last updated 2026-05-26

  4

  MIT

• video-research-mcp

  Galbaz1

  A

  license

  A

  quality

  B

  maintenance

  45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.

  Last updated 2026-05-21

  34

  179

  21

  MIT

• web-search-agent

  WaynePluto

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that enables Claude Code to perform web searches via Bing, read webpage content, and get current time, with a smart search skill for structured multi-source verification.

  Last updated 2026-03-24

  3

  1

• Web Reader

  zacfire

  A

  license

  A

  quality

  D

  maintenance

  Enables Claude and other LLMs to read and parse web content, with smart fallback strategies to bypass access restrictions (e.g., paywalls, Cloudflare) and output Markdown.

  Last updated 2025-07-25

  5

  86

  39

  MIT

• Roam Research

  2b3pro

  A

  license

  A

  quality

  B

  maintenance

  Provides comprehensive access to Roam Research's API functionality. This server enables AI assistants like Claude to interact with your Roam Research graph through a standardized interface.

  Last updated 2026-03-21

  24

  108

  94

  MIT

• OpenAlex Research MCP Server

  oksure

  A

  license

  A

  quality

  A

  maintenance

  Provides access to OpenAlex's catalog of 240+ million scholarly works through 18 specialized tools for conducting literature reviews, analyzing citations, tracking research trends, and mapping the scholarly landscape including authors, institutions, and collaboration networks.

  Last updated 2026-04-04

  31

  212

  26

  MIT

• Page Design Guide MCP

  chihebnabil

  F

  license

  A

  quality

  C

  maintenance

  Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

  Last updated 2026-01-20

  12

  31

  3