Browse AI
Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.
What is Browse AI?
Browse AI is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to reliable research infrastructure for ai agents. evidence-backed web search with citations, confidence scores, and clarity anti-hallucination. mcp server, rest api, python sdk.
Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.
This server falls under the Search & Data Extraction category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Reliable research infrastructure for AI agents. Evidence-bac
Use Cases
Maintainer
Works with
Installation
NPM
npx -y browseai-devManual Installation
npx -y browseai-devConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use Browse AI
Browse AI (browseai-dev) is a research infrastructure MCP server that gives AI agents access to evidence-backed web search with automatic citation tracking, confidence scoring, and an anti-hallucination engine called Clarity. Unlike a plain web search, it decomposes queries into atomic claims, retrieves multi-source evidence, and only returns answers when confidence thresholds are met — making it suited for research tasks where accuracy matters more than speed. It is available as an MCP server, a Python SDK, a LangChain integration, and a REST API.
Prerequisites
- A BrowseAI Dev API key (format: bai_xxx) — free registration at browseai.dev/dashboard
- Node.js for MCP server setup via npx, or Python 3.x for the SDK
- An MCP-compatible client such as Claude Desktop, Cursor, or Windsurf
Get your BrowseAI Dev API key
Visit browseai.dev/dashboard and sign up for a free account. Copy your API key — it begins with bai_ and is required for all API and MCP server requests.
Run the MCP setup command
The browseai-dev package includes a setup command that automatically configures the MCP server for Claude Desktop, Cursor, and Windsurf.
npx browseai-dev setupOr add the server manually to your client config
Alternatively, add the server entry directly to your claude_desktop_config.json with your BROWSE_API_KEY set as an environment variable.
{
"mcpServers": {
"browse-ai": {
"command": "npx",
"args": ["-y", "browseai-dev"],
"env": {
"BROWSE_API_KEY": "bai_YOUR_KEY_HERE"
}
}
}
}Restart your MCP client
Restart Claude Desktop (or your client) to load the Browse AI server. Available tools include: browse_search, browse_answer, browse_extract, browse_open, browse_compare, browse_clarity, and session management tools.
Install the Python SDK (optional)
For programmatic use in Python scripts or notebooks, install the browseaidev package.
pip install browseaidevRun a research query with the Python SDK
Use the SDK to run evidence-backed queries at different depth levels: fast (single pass), thorough (up to 3 confidence-gated passes), or deep (multi-step agentic research).
from browseaidev import BrowseAIDev
client = BrowseAIDev(api_key="bai_xxx")
result = client.ask(
"What are the key differences between CRISPR-Cas9 and base editing?",
depth="thorough"
)
print(result.answer)
print(f"Confidence: {result.confidence:.0%}")Browse AI Examples
Client configuration
Add this to claude_desktop_config.json to connect Claude Desktop to the Browse AI MCP server.
{
"mcpServers": {
"browse-ai": {
"command": "npx",
"args": ["-y", "browseai-dev"],
"env": {
"BROWSE_API_KEY": "bai_YOUR_KEY_HERE"
}
}
}
}Prompts to try
After connecting the server, try these research prompts in Claude Desktop.
- "Search for recent peer-reviewed findings on GLP-1 inhibitors for weight loss with citations"
- "What is the current state of quantum error correction? Use thorough research mode."
- "Fact-check this claim: 'The global electric vehicle market surpassed 10 million units in 2022'"
- "Compare the evidence on intermittent fasting vs caloric restriction for longevity"
- "Extract the key claims from this URL: https://example.com/article"Troubleshooting Browse AI
All API calls return 401 Unauthorized
Verify your BROWSE_API_KEY begins with bai_ and was copied without extra spaces. Regenerate the key at browseai.dev/dashboard if needed. Ensure the key is in the env block of the MCP config, not set as a shell variable.
browse_answer returns low confidence results or empty answers
Try switching to a higher depth mode: use depth='thorough' instead of 'fast', or 'deep' for multi-step agentic research. Low confidence means the engine found insufficient evidence — deeper modes run additional search passes to fill gaps.
deep mode requests fail or are unexpectedly slow
Deep mode is a multi-step agentic pipeline that costs 3x your normal quota per query. Ensure your account has sufficient credits at browseai.dev/dashboard. Deep mode queries can take 30-60 seconds to complete — this is expected behavior.
Frequently Asked Questions about Browse AI
What is Browse AI?
Browse AI is a Model Context Protocol (MCP) server that reliable research infrastructure for ai agents. evidence-backed web search with citations, confidence scores, and clarity anti-hallucination. mcp server, rest api, python sdk. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Browse AI?
Install via npm with the command: npx -y browseai-dev. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with Browse AI?
Browse AI works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Browse AI free to use?
Yes, Browse AI is open source and available under the Apache 2.0 license. You can use it freely in both personal and commercial projects.
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Set Up Browse AI in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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