Compare/Alternatives
Bright Data alternatives
3 tools our write-ups put next to Bright Data, with starting price, free tier, MCP and API side by side.
Compare/Alternatives
3 tools our write-ups put next to Bright Data, with starting price, free tier, MCP and API side by side.
It reads public data only, so it cannot message people or send connection requests, and it does not return verified emails or phones. Past the free tier, usage is billed per result, so large runs need a spend cap.
What we noted
Not the right fit for
Worth keeping in mind: It turns 1,200+ pre-built scrapers, including LinkedIn profiles, companies and jobs, into tools an agent can find and run itself, with the unblocking handled on every request.
| Tool | Free tier | From | MCP | API | Head to head |
|---|---|---|---|---|---|
| | ✓Yes | $1.50/1K results | ✓Yes | ✓Yes | |
| | ✓Yes | $19/mo | ✓Yes | ✓Yes | Head to head |
| | –No | $39/mo | ✓Yes | ✓Yes | Head to head |
| | –No | $19/mo | ✓Yes | –No | Head to head |
$19/mo Free tier MCP API
Why it comes up: Apify is a scraping and Actor platform with an MCP server and a free plan, paid from $19/mo.
Stands out: Hosted MCP at mcp.apify.com plus a Store of ready-made Actors, on a prepaid usage meter with overage billed on paid plans.
Watch out: Unused prepaid usage expires each cycle. Usage beyond Starter's $19 is billed on the next invoice, and residential proxy costs extra per GB.
Best for
$39/mo MCP API
Why it comes up: Datamagnet is a live people and company data API with an MCP server from $39/mo, including emails.
Stands out: Data is fetched from the live profile at the moment you ask rather than from a stored snapshot, and the credit price per call is published endpoint by endpoint, down to 1 credit for a basic person or company profile. The MCP server is unusually complete for a data vendor: 17 tools, OAuth sign in so no key is pasted into the AI app, and every tool states its credit cost before it runs.
Watch out: This is an API, not an app: there is no search interface or sourcing workflow, so someone has to build on it or use it through Clay, n8n or an AI assistant. Rate limits are low on self serve plans (10 to 30 requests a minute), and the richer calls such as post engagement, activity and ICP search pages cost 10 credits each, so a search heavy month burns credits ten times faster than plain enrichment. Emails and phone numbers come back only where they are publicly available, and the vendor does not describe a deliverability check.
Best for
$19/mo 7 day free trial MCP
Why it comes up: LinkMCP works through your own LinkedIn account, so it can also message, connect and post, from $19/mo.
Stands out: It turns LinkedIn into 35 tools an assistant can chain, so one prompt can find candidates, read their recent posts and draft a personal connection note, with no browser extension and nothing running on your computer.
Watch out: It works through your signed in LinkedIn session, not an official LinkedIn API, so an account restriction cannot be ruled out even with its daily limits. Connecting your own account needs a paid plan; the trial only covers lookups and enrichment.
Best for
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Editorial listings, never paid rankings. Prices checked 21 Oct 2026. Confirm current terms on the vendor site. Spot an error?