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SpecStream vs Tavily

Your agent asks once in plain words and gets up to 10,000 typed rows that meet every condition it sent, with the source URL and read time on every value, under a maximum price it approves before anything runs.

Sign upPricing
SpecStreamTavily
Web searchSearches the live web for every matchRanked results with title, URL and scoreT5
Scrape and crawlReads each page, PDF or scan neededExtract and Crawl return page contentT8
Extract structured fieldsTyped rows with the fields you nameResearch takes an optional output schemaT3
Datasets we already holdForm D, grants, contracts, rules, nonprofits, placesS2Not stated.
Enrich a list you haveFills the missing facts in your listA data enrichment use case on its APIsT9
Monitor and rerun on a scheduleHourly to yearly, each row change labeledNo schedule on its pricing or docs pagesT1T2
Map and area filtersResults on a map, filtered by areaNot stated.
Deliver to your toolsSheets, CRMs, Slack, Teams, n8n, Zapier, webhooksAPI; Zapier, Make and n8nT9
Agents and MCPMCP, A2A, REST API, SDKs, pay per requestRemote and local MCP serversT4
Price per result5¢, 15¢ or $1 per matching rowS1Credits per call, $0.008 eachT1T2
Quote before the runMaximum shown and approved before anything runsCredit ranges for Research mini and proT2
Source URL on each valueSource URL and read time on every valueA URL per result; per value not statedT5

Where SpecStream does more

Typed rows the agent can use

A Tavily search returns ranked results with a title, URL, short description and scoreT5. SpecStream returns typed rows that meet every condition the agent sent, up to 10,000 in one request, with the source URL and read time on every value.

A price the agent approves first

Tavily states credit ranges only for its Research models mini and proT2. A SpecStream quote names the most the run can cost, pricing it spends nothing, and the run starts only when the agent sends that maximum back. With no account, an agent can buy one list by card or in USDC.

Work that outlasts the session

A SpecStream run keeps working until it reaches the count, for up to four hours on the largest lists. Tavily's pricing and docs pages offer no scheduled rerunsT1T2. A saved SpecStream request reruns hourly to yearly and sends new matches to Slack, email, a sheet, a CRM or a signed webhook.

One row from our federal rules data, each value with the document it was read from and when.Open the page
Rule
Car Loan Interest Deductionfederalregister.gov
Document number
2026-18219federalregister.gov
Type
Final rulefederalregister.gov
Agencies
Treasury Department; Internal Revenue Servicefederalregister.gov
Published
September 8, 2026federalregister.gov
Takes effect
November 9, 2026federalregister.gov

Pricing side by side

SpecStreamTavily
How it billsEach matching row: 5¢, 15¢ or $1, plus 5¢ for an email and 15¢ for a phoneS1, searching and reading includedCredits at $0.008 pay as you go: 1 a basic search, 2 an advanced oneT1T2
Free start$10 of work on sign-up for your first 30 days, no card1,000 credits a month, no cardT1
A typical job100 matching rows at 5¢ each: $51,000 basic searches: 1,000 credits, $8 pay as you goT1T2
Not chargedA run that finds nothing, rows left out, rows you already own, and reading or pricing a requestA failed URL extraction or Map; a failed Search or Research: not statedT2

Switch from Tavily

  1. Add the MCP server below to your agent, then run /mcp to sign in.
  2. Have the agent ask for the data its person needs, with the conditions every row must meet.
  3. The agent reads the quote and sends the approved maximum back. Nothing runs before it does.
  4. Save the request so the data stays up to date after the conversation ends.
claude mcp add --transport http specstream https://api.specstream.ai/mcp

How we checked

We read every Tavily figure on Tavily's own pages on Nov 3, 2026, and each marker links to its page. Where those pages say nothing, the cell reads "Not stated". Our own figures come from specstream.ai/pricing.

Changes

  • Nov 3, 2026: page published; every figure read on Tavily's own pages that day.

Tarek Etman, Founder & CEO, SpecStream

Sources, each checked Nov 3, 2026

  1. S1specstream.ai/pricing
  2. S2specstream.ai/data
  3. T1tavily.com/pricing
  4. T2docs.tavily.com/documentation/api-credits
  5. T3docs.tavily.com/documentation/api-reference/endpoint/research
  6. T4docs.tavily.com/documentation/mcp
  7. T5docs.tavily.com/documentation/api-reference/endpoint/search
  8. T8docs.tavily.com/welcome
  9. T9docs.tavily.com/llms.txt

Frequently asked questions

Something we didn't answer? Talk to a human

What is the best Tavily alternative for agents?
SpecStream. Your agent asks in plain words and gets typed rows that meet every condition it sent, with the source URL and read time on every value. It approves the most the run can cost first, pays only for matching rows, and the saved request keeps the data up to date.
What does my agent get back compared with a Tavily search?
A Tavily search returns ranked results with a title, URL, short description and scoreT5. SpecStream returns the records themselves: the fields the agent named, filled from every site that has them, for up to 10,000 matches in one request.
Can my agent see and approve the price before a run?
Yes. Pricing a request spends nothing, and the quote names the most the run can cost. Tavily states a credit range for its Research models mini and proT2; on SpecStream nothing runs until the agent sends the quoted maximum back.
Can an agent pay without an account?
Yes. An agent can buy one list on SpecStream by card or in USDC with no account and no key, and what the run did not use goes back.
How does the cost compare with Tavily credits?
Tavily bills $0.008 a credit, with 1 credit for a basic search and 4 to 250 for a Research run on mini or proT1T2. SpecStream bills 5¢, 15¢ or $1 per matching row, with the searching and reading included, and a run that finds nothing costs nothing.
Can the data in my agent stay up to date?
Yes. Tavily's pricing and docs pages offer no scheduled rerunsT1T2. A saved SpecStream request reruns hourly to yearly and labels each row changed, unchanged or no longer matching, at half the rate for a changed row and 1¢ for an unchanged one.
Which clients and frameworks work with SpecStream?
Claude, ChatGPT, Cursor, VS Code and any MCP client, through https://api.specstream.ai/mcp, plus A2A, the REST API and the Python and TypeScript SDKs. Framework guides cover the OpenAI API, LangChain, LlamaIndex, CrewAI and the Vercel AI SDK, so your agent gets the same rows wherever it runs.

Describe the data your agent needs

Connect the MCP server and have your agent ask for its first dataset. It sees the maximum before anything runs. Every new account gets $10 of work on sign-up for your first 30 days, no card.

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