# SpecStream

> A live web data engine that turns plain-language requests into structured, sourced records for teams and AI agents via workspace, API and MCP.

SpecStream is made by SpecStream SAS, a French company based in Narbonne. It lets teams and agents describe a dataset in plain words, then reads the live web for every match and returns structured rows, each value linked to its source. It is available through a web workspace, REST API, MCP server, SDKs and integrations with CRMs, spreadsheets and chat tools.

## What It Is

SpecStream is a web data engine that sits between data vendors and search APIs. Instead of selling a pre-collected database or returning pages to read, it interprets a request into fields and rules, shows the price before the run, searches the live web, reads each page, filing or PDF, and merges facts from multiple sites into one record. Results can be saved and rerun on a schedule, with old and new values shown side by side.

## Core Tools and Workflow

The product includes a Search API, an Extract API (up to 20 URLs, covering web pages, PDF, Word and Excel), Deep Search for structured rows of every match, list enrichment from uploaded files or connected Google Sheets, Excel and Airtable, and monitoring for changes. Every value comes with its source page, the exact words and the time it was read. Requests can also be made from Slack or Microsoft Teams.

## Agent and Developer Access

Agents connect by adding a single MCP URL to clients such as Claude, ChatGPT or Cursor, or by using the REST API, A2A, Python and TypeScript SDKs, and a CLI. The vendor states agents can pay per result without an account using x402 and MPP, and that runs can continue for up to four hours until a list is complete. SpecStream says it leads the WideSearch and SimpleQA Verified benchmarks; these are vendor-published claims.

## Security and Data Handling

The vendor states the service is hosted in the EU, encrypted in transit and at rest, covered by a GDPR data processing agreement, and that no model is trained on customer requests, lists or results. Enterprise features listed include SAML SSO, SCIM provisioning, a 12-month audit log, and spend limits per member, project and key.

## Features
- Plain-language dataset requests
- Live web search API
- Extract API for web pages, PDF, Word and Excel
- Deep Search returning structured rows
- List enrichment from files, Google Sheets, Excel and Airtable
- Scheduled monitoring with change tracking
- Source URL and read time on every value
- MCP server and A2A support
- REST API, Python and TypeScript SDKs, and CLI
- Agent per-result payments via x402 and MPP
- Spend limits and per-agent controls
- SAML SSO, SCIM and audit log

## Integrations
HubSpot, Salesforce, Pipedrive, Attio, Zoho CRM, Google Sheets, Microsoft Excel, Airtable, Notion, Slack, Microsoft Teams, Zapier, Make, n8n, Claude, ChatGPT, Gemini, Cursor, VS Code, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, Supabase, Looker Studio

## Platforms
WINDOWS, MACOS, ANDROID, IOS, WEB, API, BROWSER_EXTENSION, VSC_EXTENSION, JETBRAINS_PLUGIN, DEVELOPER_SDK, CLI

## Pricing
Subscription-based

## Links
- Website: https://specstream.ai
- Documentation: https://specstream.ai/docs
- EveryDev.ai: https://www.everydev.ai/tools/specstream