Enterprise DNAEnterprise DNA
MMCP ServersDeveloperlow

AG-Bureau/mcp-search

by Various

Web search, reading, images, screenshots and multi-wave research — with per-answer confidence

Visit siteSubmit your build →

MCP

AG-Bureau/mcp-search

Added 21 Sept 2026

#ai-agents#llm-tools#mcp#mcp-server#model-context-protocol#searxng#self-hosted#web-search
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

A Python-based Model Context Protocol server for web research. It performs web searches, reads pages, fetches images, captures screenshots, and runs multi-wave research. Each answer includes a confidence score.

Best for

Best for
Python developers building MCP-based research agents.

Use cases

  • Add web search and page reading to an MCP client
  • Run iterative multi-wave research queries
  • Collect screenshots and images as part of a research pipeline

How to use

Tools exposed

  • web_search
  • web_read
  • web_image_search
  • web_screenshot
  • web_deep_search
  • unresponsive_engines
  • engines_irrelevant
  • arguments_adjusted
  • SEARXNG_SECRET
  • LLM_API_KEY
  • LLM_API_BASE
  • LLM_MODEL_TEXT
  • LLM_MODEL_VISION
  • LLM_DISABLE_THINKING
  • READ_CONTACT
  • READ_LANGUAGES

Clients listed in this record (not verified here)

Continue, ChatGPT

Notes

0 stars on GitHub. Last updated 2026-09-09. Licensed AGPL-3.0.

Pros

  • Returns a confidence score with each answer
  • Covers search, reading, images, and screenshots in one tool
  • Simple Python setup for MCP environments

Cons

  • No community adoption yet (zero stars)
  • Requires an MCP client to be useful
  • Confidence scores depend on source quality

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.

← Back to MCP ServersSubmit your own entry →