SpecStream

SpecStream is the live web data engine for teams and agents. Ask for the list no one sells, in your own words: every roofer in Columbus rated 4.5 or better with fewer than 20 reviews; every food bank in Texas, with its revenue; every critical vulnerability published this month, with its fix; every company that filed with the SEC to raise $5M or more this week. You get all of it, up to 10,000 results, including the small, local and new ones a database never held. SpecStream finds them where they live: government systems, registries, maps, directories, job boards, research indexes and each result's own website, down to PDFs and scans. Every row is ready to act on. Open any one to see why it's there: a one-line reason and the page behind each fact. What it couldn't confirm sits apart, free. You see the price before anything runs and pay only for the matches: 10¢, 30¢ or $1 each. A search that finds nothing is free. Save a request and new matches come to you on a schedule, with every change labeled. Send results to Google Sheets, Excel, Notion, Airtable, HubSpot, Salesforce or Slack. Your agent gets the same engine over MCP or the API. Start with $10 of work free, no card. What you can ask for: companies, local businesses, government tenders, grants, clinical trials, regulations, nonprofits from their tax returns, research papers, datasets, apps, software repositories, job postings, creators and more, 20 kinds in all. Bring your own list: upload up to 20,000 rows and SpecStream fills only the empty cells, each with its source. Teams: projects with roles, spending limits per person and per key, single sign-on, SCIM and an audit log. Agents: a remote MCP server at api.specstream.ai/mcp with 97 tools, a REST API, Python and TypeScript SDKs and a command line, all on the same balance and limits as your team. Pricing: Free starts with $10 of work for 30 days, once. Pro is $19 a month with $19 of work. Scale is $99 with $99, for up to 10 members. Team is $499 with $499, for up to 50. Every plan turns its full price into work.