Every tool in the workshop, for you and your agents
Find local businesses, companies, jobs, tenders, papers and more on the live web. Bring your own lists, fill in what they’re missing, put them on a map, and keep track of what changes.
Connect your agent
Let your agent loose on the live webAsk in plain words
Write the list the way you’d say it, dealbreakers and all: the headcount, who they’re hiring, what to leave out, what to bring back. Each part turns into a rule as you type, so you see how it was read. Press Enter for the most it can cost.
Only the ones that fit. You pay for the matches.
More about finding a listSee why every result made the list
SpecStream runs on evidence-bound AI: it reads each result’s own pages and what the rest of the web says about it, and answers every rule you wrote with a reason. Each answer keeps the value, the page, and the date, and code checks every number and quote.
Same evidence, same answer. Every answer is recorded, so replaying a decision costs $0.
See how it worksPut any list on a map
Results and the lists you import land on the map as points or density, so you can see where they bunch up. Zoom to the territory you care about, filter by the map area, and the table follows.
Addresses land on the map. SpecStream places imported addresses for you, free.
More about the visual workspaceSee what your records have in common
Pick a column, like lead investor, specialty, or supplier, and everything that shares a value connects. Worth a look points out the biggest group first. Compare them side by side, and Differences only leaves just what sets them apart.
Connected by your own columns. Records that share a value connect, and an empty value stays unconnected.
More about relationshipsKeep your list from going stale
Refresh rechecks what you kept and tells you which still match, which no longer do, and which couldn’t be confirmed. Find more picks up where the last run stopped. Put either on a schedule, and it keeps looking after you’ve closed the laptop.
It runs every Monday on its own. This week’s recheck cost $4.35.
More about monitoringGive your agent somewhere to work
Your agent gets the same finding, rechecks, and collections you do, over MCP, the API, the Python and TypeScript SDKs, or the command line. Each key gets its own scopes, and pages are read as data, never as orders.
Connect your agent
https://api.specstream.ai/mcpFind it, or bring your own
Workspace docsSearch the web for records that meet your requirements, or import a list you already have. Use maps, tables, comparisons, and a canvas to work with either.
The work carries on
Connect your agentInvite people into a project, send selected results to another tool, or repeat an operation on a schedule. Your agents use the same saved work and balance.
A list is a starting point
See where results are on a map, filter by an area, or compare records. Map relationships from the values in your columns. The visual canvas connects requests, imports, collections, and follow-up work, so you can see how you got here.
Import a CSV, add notes, save a view or snapshot, and share it with your project. Export to CSV, Excel, JSON, or HTML, or send selected results to a connected Airtable or Notion destination.
Try it – free
Start with $10 of work – about 100 matches at the standard rate. No card.
Connect your agent
Let your agent loose on the live web