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A search that finds nothing is free.\n\nSave 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.\n\nWhat 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.\n\nBring your own list: upload up to 20,000 rows and SpecStream fills only the empty cells, each with its source.\n\nTeams: projects with roles, spending limits per person and per key, single sign-on, SCIM and an audit log.\n\nAgents: 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.\n\nPricing: 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. 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Before any candidate product appears in our public catalog, an editorial curator personally opens the application, tests live user flows, verifies that primary capabilities match advertised claims, and checks domain security. Tools plagued by critical errors, misleading promises, or evident lack of maintenance are declined. This thorough gatekeeping preserves the directory as a pristine, dependable resource for operators who value their time.\n\nTo streamline discovery, validated applications are organized into focused operational categories: Artificial Intelligence, Developer Infrastructure, Team Productivity, UI/UX Design, and Financial Operations. This intuitive taxonomy empowers freelancers, technical founders, and growing agencies to locate targeted workflow upgrades in seconds.\n\nWhile editorial vetting guarantees baseline functionality, real community engagement determines what excels. 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