BrowseAI Dev
Give your coding agent cited, confidence-scored web research instead of guessing from stale training data.
Overview
BrowseAI Dev is a MCP server for the Idea phase that delivers citation-backed web research and confidence scores to your AI agent.
What is this MCP server?
- Returns evidence-backed web research with explicit citations for agent workflows
- Includes confidence scores so you can gate decisions on source quality
- Stdio MCP via npx package browseai-dev (version 0.4.0)
- Requires BROWSE_API_KEY from browseai.dev dashboard
- Built for AI agents that need verifiable answers, not raw page dumps alone
- Server version 0.4.0 in MCP schema
- Stdio transport via npm identifier browseai-dev
- Outputs include citations and confidence scores per server description
Community signal: 19 GitHub stars.
What problem does it solve?
Agents often state market and product facts without traceable sources, which breaks trust when you are deciding what to build.
Who is it for?
Solo builders running MCP in Claude Code or Cursor who need quick, citable competitor and market lookups during discovery.
Skip if: Teams that need fully offline research, bulk scraping at scale without API billing, or deep OSINT beyond what BrowseAI exposes.
What do I get? / Deliverables
After you register the server and API key, your agent can answer research questions with cited evidence you can spot-check before you scope or ship.
- Citation-linked research responses usable in specs and decision notes
- Confidence-scored evidence summaries for agent-driven validate work
- Repeatable MCP wiring (server schema version 0.4.0) in your agent config
Recommended MCP Servers
Journey fit
Solo builders usually need trustworthy external facts earliest while exploring markets, competitors, and technical options before committing to a build. Research is where agents most often hallucinate URLs and stats; this MCP targets evidence-backed discovery with citations aligned to that subphase shelf.
How it compares
MCP research API integration, not a local browser-automation skill you drive step by step.
Common Questions / FAQ
Who is BrowseAI Dev for?
It is for indie builders and agent users who want web research answers with citations and confidence scores instead of uncited model guesses.
When should I use BrowseAI Dev?
Use it during idea and validate research when you need verifiable facts about competitors, pricing, docs, or trends before committing to a product direction.
How do I add BrowseAI Dev to my agent?
Add the npm MCP server browseai-dev with stdio transport via npx, set BROWSE_API_KEY from browseai.dev/dashboard, and point your MCP-capable client at that server entry.