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.
At a Glance
About SpecStream
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.
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Pricing
Free trial
$10 of credit once for the first 30 days; not a recurring free plan.
- 1 member
- 1 list kept up to date
- $10.00 of credit, once, for first 30 days
- No credit card required
Pro
$19 of credit each month
- 1 member
- 10 lists kept up to date
- $19.00 of credit each month
Scale
$99 of credit each month
- 10 members
- 50 lists kept up to date
- $99.00 of credit each month
Team
$499 of credit each month
- 50 members
- 250 lists kept up to date
- $499.00 of credit each month
Enterprise
Custom credit agreed with sales
- Unlimited members
- Every list kept up to date
- Single sign-on, SCIM and audit log export
- From $2,500 / month
Pay as you go
Usage-based rates, same on every plan; top up from $10, never expires
- Search API: $5 per 1,000 searches
- Extract API: $0.80 per 1,000 pages
- Deep Search: 5¢, 15¢ or $1 per row delivered
- Top up from $10, never expires
Capabilities
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