Atlas / MCP servers / qpd-v / Deep Web Research

Deep Web ResearchSAFE

mcp/qpd-v/deep-web-research-1

Enhanced MCP server for deep web research

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
5 5r · 0w · 0d
Transport
stdio
License
MIT
Stars
86
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://nodejs.org/) [](https://www.typescriptlang.org/) [](https://opensource.org/licenses/MIT)

A Model Context Protocol (MCP) server for advanced web research.

Latest Changes

  • Added visit_page tool for direct webpage content extraction
  • Optimized performance to work within MCP timeout limits
  • Reduced default maxDepth and maxBranching parameters
  • Improved page loading efficiency
  • Added timeout checks throughout the process
  • Enhanced error handling for timeouts
This project is a fork of mcp-webresearch by mzxrai, enhanced with additional features for deep web research capabilities. We're grateful to the original creators for their foundational work.

Bring real-time info into Claude with intelligent search queuing, enhanced content extraction, and deep research capabilities.

Features

  • Intelligent Search Queue System
  • Batch search operations with rate limiting
  • Queue management with progress tracking
  • Error recovery and automatic retries
  • Search result deduplication
  • Enhanced Content Extraction
  • TF-IDF based relevance scoring
  • Keyword proximity analysis
  • Content section weighting
  • Readability scoring
  • Improved HTML structure parsing
  • Structured data extraction
  • Better content cleaning and formatting
  • Core Features
  • Google search integration
  • Webpage content extraction
  • Research session tracking
  • Markdown conversion with improved formatting

Prerequisites

Read from source at commit 15517b636efdOBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add mcp-deepwebresearch -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "mcp-deepwebresearch": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}
03

Exposed tools (5)

5 read · 0 write · 0 destructive.

ToolRiskDescription
deep_researchreadPerform deep research on a topic with content extraction and analysis
parallel_searchreadPerform multiple Google searches in parallel
search_googlereadSearch Google for a query
take_screenshotreadTake a screenshot of the current page
visit_pagereadVisit a webpage and extract its content
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (2)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, @types/turndown, cheerio, html-to-md, natural, playwright, rate-limiter-flexible, readability
Why it matters. 20 dependency range(s) float
Fix. pin exact versions or ship a lockfile
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
docs/mcp_spec/llms-full.txt:2197
# Load environment variables
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 15517b636efdfull audit observations/trust-audit/mcp-server/qpd-v__deep-web-research-1.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-0715517b636efdSAFEB89first audit
06

Questions

What is the Deep Web Research MCP server?

Enhanced MCP server for deep web research

What tools does Deep Web Research expose?

5 in total: 5 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Deep Web Research safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Deep Web Research need?

No credential environment variables were found in its source, so it appears to need none.

How does Deep Web Research run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as mcp-deepwebresearch at 0.3.0.

How current is this page?

The grade is for one exact copy of the source (15517b636efd), read on 2026-10-07. The repository is watched and re-audited when it changes.

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