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"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
    14
    9
    MIT

  • Web Research MCP Server

    CSOAI-ORG
    A
    license
    C
    quality
    B
    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
    7
    34
    MIT

  • MCP-Guide

    qpd-v
    A
    license
    B
    quality
    D
    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
    3
    35
    65
    Apache 2.0

  • mcp-guide

    deeprave
    A
    license
    B
    quality
    A
    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
    37
    MIT

  • Plesk Extensions Guide MCP

    barateza
    A
    license
    -
    quality
    -
    maintenance
    Provides semantic search capabilities over the Plesk Extensions Guide documentation using Retrieval-Augmented Generation (RAG) and vector embeddings. It enables AI assistants to retrieve relevant technical information and answer natural language queries regarding Plesk extension development.
    Last updated

  • 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
    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

  • Web Researcher MCP

    zoharbabin
    A
    license
    A
    quality
    A
    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
    30
    18
    16
    MIT

  • Ollama Web Search

    deXterbed
    A
    license
    A
    quality
    B
    maintenance
    Enables web search and web fetch operations using Ollama's hosted APIs, allowing MCP clients to search the web and retrieve page content.
    Last updated
    2
    MIT

  • browser-research-mcp

    rsi-ai-platform
    A
    license
    A
    quality
    C
    maintenance
    Browser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables, and login-walled dashboards. It provides tools for visiting URLs to extract DOM text and screenshots, and for performing structured data extraction using Anthropic Claude Sonnet.
    Last updated
    3
    Apache 2.0

  • quant-research-mcp

    FlawlessByte
    A
    license
    A
    quality
    B
    maintenance
    An MCP server exposing a registry of paper-backed quantitative trading methods plus a deterministic, no-LLM decision helper for reproducible trading research.
    Last updated
    13
    MIT

  • ML Research MCP

    nishide-dev
    A
    license
    A
    quality
    D
    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
    9
    MIT