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BrowseAI-Dev

by BrowseAI-HQ·17·Score 43

BrowseAI Dev provides an evidence-backed web search MCP server with citations and confidence scores to reduce AI hallucinations.

ai-llmsearchweb-scraping
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Overview

BrowseAI Dev is a research infrastructure for AI agents that provides web search with verification capabilities. It implements a comprehensive verification pipeline that extracts claims from web pages and verifies them against actual source text. The system provides confidence scores, citations, and anti-hallucination features. It offers different depth modes for research thoroughness and supports streaming APIs for real-time feedback. The MCP server exposes these capabilities through the Model Context Protocol, allowing AI agents to access reliable research information.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:AI agent research with verified citations
you:Fact-checking and content verification
you:Multi-agent collaborative research
you:How does the verification system work?
you:What are the depth modes?

When to choose this

Choose BrowseAI-Dev when you need reliable, evidence-backed research with confidence scoring and anti-hallucination verification for AI agents.

When NOT to choose this

Avoid if you need offline access or open-source self-hosting, as BrowseAI-Dev is a commercial service requiring API keys.

Tools this server exposes

7 tools extracted from the README
  • search

    Basic web search functionality

  • answer

    Verified search with citations and confidence scores

  • extract

    Extract specific information from web pages

  • compare

    Compare multiple sources or options

  • clarity

    Anti-hallucination verification tool

  • session

    Create a persistent research session

  • feedback

    Submit feedback on search results

Comparable tools

searchapi-mcpserper-mcpduckduckgo-mcpperplexity-api

Installation

Installation

NPM

npm install browseai-dev

Python

pip install browseaidev

LangChain

pip install langchain-browseaidev

MCP Configuration (Claude Desktop)

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "browseai-dev": {
      "command": "npx",
      "args": ["-y", "@browseai-dev/mcp-server"]
    }
  }
}

Set environment variable: BROWSE_API_KEY=bai_xxx

FAQ

How does the verification system work?
Claims are extracted from web pages and verified against actual source text through atomic claim decomposition, hybrid retrieval, semantic reranking, and multi-source consensus. Each claim receives a confidence score based on verification strength.
What are the depth modes?
Three levels: 'fast' (single pass), 'thorough' (multiple verification passes with iterative queries), and 'deep' (multi-step agentic research with gap analysis and targeted follow-ups).

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Last updated · Auto-generated from public README + GitHub signals.