# SpecStream (specstream.ai)

Finds live web matches for a described request, enriches existing lists with owner emails and phones, and maps or monitors the results.

- Atlas card: https://inite.ai/en/atlas/specstream.ai
- Site: https://specstream.ai
- For: Teams and AI agents that need lists of companies, people, or listings found on the live web.
- Use 18/100 · alive 100/100

## Used for

- find local businesses matching rating and review criteria
- enrich an existing CSV with owner emails and phones
- monitor a list on a schedule and sync changes to a CRM

## Price

- from 19 USD/month, free plan (read 2026-10-15 on https://specstream.ai/pricing)

## For developers

- OpenAPI: https://specstream.ai/openapi.json (179 paths)
- MCP server: ai.specstream/specstream (namespace; auth on 2026-10-15)
- Read 2026-10-15

## MCP server, measured daily

Server: https://api.specstream.ai/mcp, checked every day since 2026-10-19 (16 checks).

- Answered: 100% of daily checks
- Median first answer: 553 ms
- Sign-in: OAuth (the client signs the user in)
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-15

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Source: INITE Atlas, https://inite.ai/en/atlas/specstream.ai. JSON: https://inite.ai/api/atlas/specstream.ai. MCP: https://inite.ai/api/mcp (atlas_lookup).