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SpecStream docs

How to ask for live web data and keep it up to date, in the workspace or through your agent.

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.Connect your agentOne MCP address for Claude, ChatGPT, Cursor and the rest.Send results to your toolsGoogle Sheets, HubSpot, Slack, Zapier and more. Your sheet or CRM stays in sync.Words we useEvery term in these docs, in a line.

Already have an agent?

Add SpecStream to Claude Code in one line, then ask it for data.

Terminal
claude mcp add --transport http \
  specstream \
  https://api.specstream.ai/mcp

For other clients, or to connect with an API key, see AI assistants.

Workspace & apps

The workspaceImport, map, share and exportDesktop, phone & browserThe apps, and the extension for Chrome and Firefox

API & MCP

Search APIGET /v1/web-searchExtract APIPOST /v1/extractDeep SearchEvery match on the live web, in structured rowsREST APIRun requests and read results over HTTPMCP serverThe whole engine as tools for any agentSDKs & CLIPython, TypeScript and the command lineWebhooksSigned events, retries and verificationAgents pay per resultx402 and MPP for agents without an account

How it works

Sources on every valueThe page and read time behind each valueWhere SpecStream looksTrials in registries, open roles on careers pagesKeeping data currentSchedules, spending limits and alertsThe web fetcherHow it reads a site, and how a site opts outWords we useEvery term, in a line

Account

BillingBalance, plans, rates and chargesAccount & accessSign-in, SSO, roles, keys and the audit log

Integrations

A few tools of each kind. The rest are on the integrations page.

Connect your toolsSheets, CRMs and Zapier, with the fields mapped onceAI assistantsClaude, ChatGPT, Gemini, Cursor and moreAgent frameworksOpenAI, LangChain, LlamaIndex, CrewAI, AI SDK

Where your team works

CRMsHubSpot, Salesforce, Pipedrive and more
Outreach & salesOutreach, lemlist, Smartlead and more
Sheets, docs & databasesGoogle Sheets, Microsoft Excel, Airtable and more
Chat & workSlack, Linear, ClickUp and more
Sites, design & reportsLooker Studio and more
AutomationZapier, Make, n8n and more

Where you ask

AI assistantsClaude, ChatGPT, Gemini and more
Coding agentsCursor, VS Code, Devin Desktop and more

What you build with

Agent frameworks & buildersOpenAI API, OpenAI Agents SDK, LangChain and more
Data & warehousesSupabase, Meltano, Hex and more
API & cloud platformsConvex, Cloudflare, Postman and more

Missing a detail? Ask us.