# SpecStream > SpecStream is the live web data engine for teams and agents. Ask for the list you need in plain words and get all of it from the live web: only the matches, each with the page it came from, kept current and sent where you work. You pay only for the matches. ## Key facts - Site: https://specstream.ai. Support: support@specstream.ai. - Price per match, set by the job each finished row replaces: 10¢ (Standard, up to 5 facts), 30¢ (Expanded, up to 15 facts plus one related list) or $1 (Deep, anything beyond). A person’s email adds 10¢ to the row and a phone 25¢, on any list. A detail marked as needed is 5¢ for each company checked and left out without it, up to 10 per row asked for. Checking your own imported list is 5¢ a row checked; a row that matches pays its rate instead. Placing imported addresses on the map is free. A price is shown and approved before any work runs; results that do not match cost nothing. There is no per-seat, per-search or credit price. - Plans: Free ($0, no card, $10 of work once, for the first 30 days; for trying it), pay as you go (top-ups from $10 that never expire; for occasional lists), Pro (recommended; $19 a month with $19 of work, 1 member; for one person keeping their lists current: schedules and their alerts, sheets kept in sync with daily rechecks, webhooks, Zapier, Make and n8n), Scale ($99 a month with $99 of work, 10 members; for a small team working in a CRM: adds keeping HubSpot, Salesforce, Pipedrive and Attio in sync), Team ($499 a month with $499 of work, 50 members; for a growing company), Enterprise (from $2,500 a month: unlimited members, SAML single sign-on, SCIM, audit log export, invoicing). Every plan turns its full price into work. Every plan, Free included, can find, map and plan routes, export, send any list to any tool as often as they like (CRMs included), and use Slack, Teams, the API, MCP and every app. Done for you: SpecStream runs your recurring lists into your tools, priced by quote. Rates are the same on every plan, and people and agents share one balance. - What you pay for: only the matches, results that fit everything you asked for. Rechecks of saved requests cost half. Reading, exporting and sharing your own work is free. - Every result is answered yes, no or unsure on every condition, with a one-line reason, its source and the time it was read. - Where results go: table, list and map views; CSV, XLSX, JSON and HTML exports (KML and GeoJSON for places); Google Sheets, Microsoft Excel, Notion, Airtable, HubSpot, Salesforce, Outlook drafts and signed webhooks. - For agents: remote MCP server at https://api.specstream.ai/mcp (Streamable HTTP, OAuth 2.1 or API key), 97 tools. Also a REST API, Python and TypeScript clients and a command line. - Up to 10,000 results per request (25 by default). Requests can be written in any language. ## Use cases - [Sales leads](https://specstream.ai/for/sales-leads): companies that fit your conditions, with the right person and the email or phone they published. - [Local businesses](https://specstream.ai/for/local-businesses): local businesses that meet your conditions, with address, phone and website, on a map you can share. - [Grants and tenders](https://specstream.ai/for/grants-and-tenders): open grants and tenders that fit a client, with the deadline, the value and the official notice. - [Nonprofits](https://specstream.ai/for/nonprofits): US nonprofits by cause, state and revenue, from their Form 990 returns. - [Companies that use a tool](https://specstream.ai/for/companies-that-use-a-tool): companies that use a given tool, seen on their own website and DNS records. - [Funding and new executives](https://specstream.ai/for/funding-and-new-executives): funding filings (US Form D, UK share allotments) and new executives (SEC 8-K), delivered weekly. - [New matches weekly](https://specstream.ai/for/new-matches-weekly): run the same request on a schedule and get the new matches and what changed. - [Map your spreadsheet](https://specstream.ai/for/map-your-spreadsheet): import up to 20,000 rows from CSV, Excel, Google Sheets or Airtable and see them on a map. - [Research](https://specstream.ai/for/research): papers, clinical trials, grants, tenders, regulations and datasets, each with the record it came from. - [Creators](https://specstream.ai/for/creators): creators who fit your niche and follower range, with their channel and published contact. - [AI agents](https://specstream.ai/for/ai-agents): rows your agent can act on, each with its source, instead of links to read. ## Product - [Home](https://specstream.ai/): what SpecStream does, with common questions answered. - [Pricing](https://specstream.ai/pricing): plans, per-match rates and how a price is shown before work runs. - [Find a list](https://specstream.ai/research): any list, read from the live web. - [Evidence](https://specstream.ai/evidence): the page, quote and time behind every fact, and decision replay for $0. - [Visual workspace](https://specstream.ai/visual-workspace): maps, tables, comparisons and routes. - [Bring your own list](https://specstream.ai/collections): import a list, fill in what it's missing, map it, export and share it. - [Projects](https://specstream.ai/projects): roles, notes and spending limits for teams. - [Monitoring and alerts](https://specstream.ai/monitoring): new matches and changes, hourly to yearly, sent to you. - [Connected tools](https://specstream.ai/connected-tools): send results to the tools you use. - [Agents, MCP and API](https://specstream.ai/agents): the same engine from ChatGPT, Claude or your own code. - [Apps](https://specstream.ai/apps): the Windows app now; Mac, iPhone and Android are coming. Same account and balance. - [Every tool](https://specstream.ai/products) - [About](https://specstream.ai/about) - [Security and control](https://specstream.ai/security) - [Changelog](https://specstream.ai/changelog): what is new, dated. Feed: https://specstream.ai/changelog/rss.xml ## Templates and kinds - [Requests to start from](https://specstream.ai/templates): ready requests for every kind of thing, to open, edit and price before running. - [What you can ask for](https://specstream.ai/things-worth-finding): every kind of list SpecStream finds, with requests to start from, the details you can ask for and the sources. - [Local businesses](https://specstream.ai/things-worth-finding/local-businesses) - [Companies](https://specstream.ai/things-worth-finding/companies) - [People](https://specstream.ai/things-worth-finding/people) - [Creators](https://specstream.ai/things-worth-finding/creators) - [Apps](https://specstream.ai/things-worth-finding/apps) - [Job postings](https://specstream.ai/things-worth-finding/job-postings) - [Papers](https://specstream.ai/things-worth-finding/papers) - [Tenders](https://specstream.ai/things-worth-finding/tenders) - [Grants](https://specstream.ai/things-worth-finding/grants) - [Repositories](https://specstream.ai/things-worth-finding/repositories) - [Packages](https://specstream.ai/things-worth-finding/packages) - [Datasets](https://specstream.ai/things-worth-finding/datasets) - [Clinical trials](https://specstream.ai/things-worth-finding/clinical-trials) - [Regulations](https://specstream.ai/things-worth-finding/regulations) - [Vulnerabilities](https://specstream.ai/things-worth-finding/vulnerabilities) - [Books](https://specstream.ai/things-worth-finding/books) - [Podcasts](https://specstream.ai/things-worth-finding/podcasts) - [Pages and documents](https://specstream.ai/things-worth-finding/pages-and-documents) - [Encyclopedia entries](https://specstream.ai/things-worth-finding/encyclopedia-entries) ## Docs - [Start here](https://specstream.ai/docs) - [Find your first results](https://specstream.ai/docs/getting-started) - [Evidence and sources](https://specstream.ai/docs/evidence) - [Where SpecStream looks](https://specstream.ai/docs/sources) - [SpecStream's web fetcher](https://specstream.ai/docs/fetcher): how it reads a site, and how a site opts out. - [Visual workspace and saved work](https://specstream.ai/docs/workspace) - [Schedules](https://specstream.ai/docs/schedules) - [Connected tools](https://specstream.ai/docs/integrations) - [Billing](https://specstream.ai/docs/billing) - [Account and access](https://specstream.ai/docs/account) - [Words we use](https://specstream.ai/docs/glossary) ## For agents and developers - [MCP connection details](https://specstream.ai/docs/mcp): endpoint https://api.specstream.ai/mcp, authentication and the quote-then-authorize flow. - [Agent setup guides](https://specstream.ai/docs/mcp/clients): [Claude](https://specstream.ai/docs/mcp/claude), [ChatGPT](https://specstream.ai/docs/mcp/chatgpt), [Cursor](https://specstream.ai/docs/mcp/cursor), [VS Code](https://specstream.ai/docs/mcp/vscode), [Perplexity](https://specstream.ai/docs/mcp/perplexity). - [REST API](https://specstream.ai/docs/api) - [Python and TypeScript clients and the command line](https://specstream.ai/docs/sdk) - [OpenAPI description](https://specstream.ai/openapi.json) - [MCP server card](https://specstream.ai/.well-known/mcp/server-card.json) - [Agent instructions](https://specstream.ai/agents.md) ## Optional - [The long version of this file](https://specstream.ai/llms-full.txt): how a request works, how SpecStream decides, money rules and what happens after the results arrive. - [Talk to a human](https://specstream.ai/talk-to-a-human) - [Opt out of results](https://specstream.ai/opt-out)