> SpecStream is the live web data engine for teams and agents. This is the Markdown copy of https://specstream.ai/docs. Every page, with what SpecStream does and costs: https://specstream.ai/llms.txt # SpecStream docs How to ask for live web data and keep it up to date, in the workspace or through your agent. Search the docs ## Start here New here? Begin with the first one. [Make your first requestAsk in your own words and see the price before it runs. Every value comes back with its source.](https://specstream.ai/docs/getting-started.md)[Connect your agentOne MCP address for Claude, ChatGPT, Cursor and the rest.](https://specstream.ai/docs/mcp.md)[Send results to your toolsGoogle Sheets, HubSpot, Slack, Zapier and more. Your sheet or CRM stays in sync.](https://specstream.ai/docs/integrations.md)[Words we useEvery term in these docs, in a line.](https://specstream.ai/docs/glossary.md) ## Already have an agent? Add SpecStream to Claude Code in one line, then ask it for data. Terminal ```bash claude mcp add --transport http \ specstream \ https://api.specstream.ai/mcp ``` For other clients, or to connect with an API key, see [AI assistants](https://specstream.ai/docs/mcp/clients.md). ## Workspace & apps [The workspaceImport, map, share and export](https://specstream.ai/docs/workspace.md)[Desktop, phone & browserThe apps, and the extension for Chrome and Firefox](https://specstream.ai/docs/apps.md) ## API & MCP [REST APIRun requests and read results over HTTP](https://specstream.ai/docs/api.md)[MCP serverThe whole engine as tools for any agent](https://specstream.ai/docs/mcp.md)[SDKs & CLIPython, TypeScript and the command line](https://specstream.ai/docs/sdk.md)[WebhooksSigned events, retries and verification](https://specstream.ai/docs/webhooks.md)[Agents pay per resultx402 and MPP for agents without an account](https://specstream.ai/docs/agent-payments.md) ## How it works [Sources on every valueThe page and read time behind each value](https://specstream.ai/docs/evidence.md)[Where SpecStream looksTrials in registries, open roles on careers pages](https://specstream.ai/docs/sources.md)[Keeping data currentSchedules, spending limits and alerts](https://specstream.ai/docs/schedules.md)[The web fetcherHow it reads a site, and how a site opts out](https://specstream.ai/docs/fetcher.md)[Words we useEvery term, in a line](https://specstream.ai/docs/glossary.md) ## Account [BillingBalance, plans, rates and charges](https://specstream.ai/docs/billing.md)[Account & accessSign-in, SSO, roles, keys and the audit log](https://specstream.ai/docs/account.md) ## Integrations A few tools of each kind. The rest are on the integrations page. [Connect your toolsSheets, CRMs and Zapier, with the fields mapped once](https://specstream.ai/docs/integrations.md)[AI assistantsClaude, ChatGPT, Gemini, Cursor and more](https://specstream.ai/docs/mcp/clients.md)[Agent frameworksOpenAI, LangChain, LlamaIndex, CrewAI, AI SDK](https://specstream.ai/docs/frameworks.md) Where your team works - CRMs[HubSpot](https://specstream.ai/docs/integrations/hubspot.md), [Salesforce](https://specstream.ai/docs/integrations/salesforce.md), [Pipedrive](https://specstream.ai/docs/integrations/pipedrive.md) and [more](https://specstream.ai/integrations.md#crm) - Outreach & sales[Outreach](https://specstream.ai/docs/integrations/outreach.md), [lemlist](https://specstream.ai/docs/integrations/lemlist.md), [Smartlead](https://specstream.ai/docs/integrations/smartlead.md) and [more](https://specstream.ai/integrations.md#sales) - Sheets, docs & databases[Google Sheets](https://specstream.ai/docs/integrations/google-sheets.md), [Microsoft Excel](https://specstream.ai/docs/integrations/excel.md), [Airtable](https://specstream.ai/docs/integrations/airtable.md) and [more](https://specstream.ai/integrations.md#tables) - Chat & work[Slack](https://specstream.ai/docs/integrations/slack.md), [Linear](https://specstream.ai/docs/integrations/linear.md), [ClickUp](https://specstream.ai/docs/integrations/clickup.md) and [more](https://specstream.ai/integrations.md#work) - Sites, design & reports[Looker Studio](https://specstream.ai/docs/integrations/looker-studio.md) and [more](https://specstream.ai/integrations.md#sites) - Automation[Zapier](https://specstream.ai/docs/integrations/zapier.md), [Make](https://specstream.ai/docs/integrations/make.md), [n8n](https://specstream.ai/docs/integrations/n8n.md) and [more](https://specstream.ai/integrations.md#automation) Where you ask - AI assistants[Claude](https://specstream.ai/docs/mcp/claude.md), [ChatGPT](https://specstream.ai/docs/mcp/chatgpt.md), [Gemini](https://specstream.ai/docs/mcp/gemini.md) and [more](https://specstream.ai/integrations.md#assistants) - Coding agents[Cursor](https://specstream.ai/docs/mcp/cursor.md), [VS Code](https://specstream.ai/docs/mcp/vscode.md), [Devin Desktop](https://specstream.ai/docs/integrations/devin-desktop.md) and [more](https://specstream.ai/integrations.md#coding) What you build with - Agent frameworks & builders[OpenAI API](https://specstream.ai/docs/mcp/openai-api.md), [OpenAI Agents SDK](https://specstream.ai/docs/integrations/openai-agents-sdk.md), [LangChain](https://specstream.ai/docs/langchain.md) and [more](https://specstream.ai/integrations.md#frameworks) - Data & warehouses[Supabase](https://specstream.ai/docs/integrations/supabase.md), [Meltano](https://specstream.ai/docs/integrations/meltano.md), [Hex](https://specstream.ai/docs/integrations/hex.md) and [more](https://specstream.ai/integrations.md#data) - API & cloud platforms[Convex](https://specstream.ai/docs/integrations/convex.md), [Cloudflare](https://specstream.ai/docs/integrations/cloudflare.md), [Postman](https://specstream.ai/docs/integrations/postman.md) and [more](https://specstream.ai/integrations.md#platforms) Missing a detail? [Ask us](https://specstream.ai/talk-to-a-human?kind=support).