SpecStream changelog

version

1.3.3 → 1.3.4

description

The live web data engine for teams and agents. → The live web data engine for teams and agents: Search API, Extract API and Deep Search.

version

1.3.2 → 1.3.3

icon_url

— → https://specstream.ai/icons/icon-512.png

repository_url

— → https://github.com/specstream/specstream-tools

version

1.3.1 → 1.3.2

https://specstream.ai/llms.txt

− > SpecStream is the live web data engine for teams and agents. Ask for data in plain words, and SpecStream finds it on the live web and returns structured rows, each value linked to the page it came from, refreshed on a schedule if you want and sent to the tools you work in. People use it in the workspace at specstream.ai, through the API and the MCP server, and inside Sheets, CRMs, n8n, Zapier, Slack and more. Each request is priced per matching result, and you approve the price before any work− - Price per match, set by the job each finished row replaces: 5¢ (Standard, up to 5 facts), 15¢ (Expanded, up to 15 facts plus one related list) or $1 (Deep, anything beyond). A person’s email adds 5¢ to the row and a phone 15¢, on any list. A company left out costs nothing. Checking your own imported list is 5¢ a row checked; a row that matches pays its rate instead. Placing imported addresses on the map is free. A price is shown and approved before any work runs; other results that do not matc− - Plans: Free ($0, no card: $10 of work once, for the first 30 days; 1 member, 1 list kept current), pay as you go (top-ups from $10 that never expire, with the same limits as Free), Pro (recommended; $19 a month with $19 of work; 1 member, 10 lists kept current), Scale ($99 a month with $99 of work; 10 members, 50 lists kept current), Team ($499 a month with $499 of work; 50 members, 250 lists kept current), Enterprise (from $2,500 a month: unlimited members, SAML single sign-on, SCIM, audit lo− - Every value comes with the page it was read from and the time it was read.− - [Research](https://specstream.ai/for/research): papers, clinical trials, grants, tenders, regulations and datasets, each with the record it came from.− - [Kept current](https://specstream.ai/monitoring): new matches and changes, hourly to yearly, sent to you.+ > SpecStream is the live web data engine for teams and agents. Ask for any dataset in plain words, and SpecStream builds it from the entire live web: every match found, extracted and enriched into structured records, then monitored for change. It runs through the API and MCP, and inside Sheets, CRMs, Slack, n8n, Zapier and the other tools teams already use. Each request is priced per matching result, and you approve the price before any work runs.+ ## Products+ - [Search API](https://specstream.ai/search-api): `GET /v1/web-search`, $5 per 1,000 searches. The most accurate web search API in the world. Docs: https://specstream.ai/docs/search-api+ - [Extract API](https://specstream.ai/extract-api): `POST /v1/extract`, $0.80 per 1,000 pages. A page with no text is not charged. Docs: https://specstream.ai/docs/extract-api+ - [Deep Search](https://specstream.ai/deep-search): ask in plain words and get every match on the live web as structured rows, priced per row. Also enriches your lists and monitors for any change.+ - Deep Search price per match, set by the job each finished row replaces: 5¢ (Standard, up to 5 facts), 15¢ (Expanded, up to 15 facts plus one related list) or $1 (Deep, anything beyond). A person’s email adds 5¢ to the row and a phone 15¢, on any list. A company left out costs nothing. Checking your own imported list is 5¢ a row checked; a row that matches pays its rate instead. Placing imported addresses on the map is free. A price is shown and approved before any work runs; other results that+ - Plans: Free ($0, no card: $10 of credit once, for the first 30 days; 1 member, 1 list kept up to date), pay as you go (top-ups from $10 that never expire, with the same limits as Free), Pro (recommended; $19 a month with $19 of credit; 1 member, 10 lists kept up to date), Scale ($99 a month with $99 of credit; 10 members, 50 lists kept up to date), Team ($499 a month with $499 of credit; 50 members, 250 lists kept up to date), Enterprise (from $2,500 a month: unlimited members, SAML single sig+ - Source URL and read time on every value.+ - Benchmarks: SpecStream is the most accurate web search API on WideSearch and SimpleQA Verified. It scores 60.9 on WideSearch with GPT-5.6 Luna, the next search API scores 53, and the best search API on GPT-5.6 Sol scores 57.6. On SimpleQA Verified it scores 96 with GPT-5.6 Luna and 99 with GPT-5.6 Sol, the highest of any search API. Scores, costs and method: https://specstream.ai/benchmarks.+ - [Research](https://specstream.ai/for/research): papers, clinical trials, grants, tenders, regulations and datasets.+ - [Up to date](https://specstream.ai/monitoring): new matches and changes, hourly to yearly, sent to you.+ - [Search API docs](https://specstream.ai/docs/search-api): `GET /v1/web-search`.+ - [Extract API docs](https://specstream.ai/docs/extract-api): `POST /v1/extract`.

description

Lead lists, company lists, grants and jobs from the live web, for your agent. Priced per match. → The live web data engine for teams and agents.

icon_url

https://specstream.ai/icons/icon-512.png → —

repository_url

https://github.com/specstream/specstream-tools → —

version

1.2.2 → 1.3.1

https://specstream.ai/llms.txt

− > SpecStream is the live web data engine for teams and agents. Ask for the data you need in plain words and get all of it from the live web: only the matches, each value with the page it came from, kept current and sent where you work, with alerts when anything changes. You pay only for the matches.− - Price per match, set by the job each finished row replaces: 10¢ (Standard, up to 5 facts), 30¢ (Expanded, up to 15 facts plus one related list) or $1 (Deep, anything beyond). A person’s email adds 10¢ to the row and a phone 25¢, on any list. A detail marked as needed is 5¢ for each company checked and left out without it, up to 10 per row asked for. Checking your own imported list is 5¢ a row checked; a row that matches pays its rate instead. Placing imported addresses on the map is free. A pr− - Plans: Free ($0, no card, $10 of work once, for the first 30 days; for trying it), pay as you go (top-ups from $10 that never expire; for occasional lists), Pro (recommended; $19 a month with $19 of work, 1 member; for one person keeping their lists current: schedules and their alerts, sheets kept in sync with daily rechecks, webhooks, Zapier, Make and n8n), Scale ($99 a month with $99 of work, 10 members; for a small team working in a CRM: adds keeping HubSpot, Salesforce, Pipedrive and Attio− - What you pay for: only the matches, results that fit everything you asked for. Rechecks of saved requests cost half. Reading, exporting and sharing your own work is free.− - Up to 10,000 results per request (25 by default). Requests can be written in any language.−   - CRMs: [HubSpot](https://specstream.ai/integrations/hubspot), [Salesforce](https://specstream.ai/integrations/salesforce), [Pipedrive](https://specstream.ai/integrations/pipedrive), [Attio](https://specstream.ai/integrations/attio), [Zoho CRM](https://specstream.ai/integrations/zoho-crm), [Freshsales](https://specstream.ai/integrations/freshsales), [Bullhorn](https://specstream.ai/integrations/bullhorn), [Ashby](https://specstream.ai/integrations/ashby), [Affinity](https://specstream.ai/integ−   - Chat & work: [Slack](https://specstream.ai/integrations/slack), [Linear](https://specstream.ai/integrations/linear), [Jira](https://specstream.ai/integrations/jira) (coming soon), [Asana](https://specstream.ai/integrations/asana) (coming soon), [Intercom](https://specstream.ai/integrations/intercom) (coming soon), [Zendesk](https://specstream.ai/integrations/zendesk) (coming soon), [Zoom](https://specstream.ai/integrations/zoom) (coming soon), [Microsoft Teams](https://specstream.ai/integrat−   - Agent frameworks & builders: [OpenAI API](https://specstream.ai/integrations/openai), [LangChain](https://specstream.ai/integrations/langchain), [LlamaIndex](https://specstream.ai/integrations/llamaindex), [CrewAI](https://specstream.ai/integrations/crewai), [Vercel](https://specstream.ai/integrations/vercel), [Haystack](https://specstream.ai/integrations/haystack), [Botpress](https://specstream.ai/integrations/botpress) (coming soon), [Bubble](https://specstream.ai/integrations/bubble) (com−   - API & cloud platforms: [Convex](https://specstream.ai/integrations/convex), [DigitalOcean](https://specstream.ai/integrations/digitalocean) (coming soon), [Postman](https://specstream.ai/integrations/postman), [RapidAPI](https://specstream.ai/integrations/rapidapi)− - [Connect your tools](https://specstream.ai/docs/integrations): field mapping, keeping a sheet or CRM in sync and automations. A setup guide for each tool: [Activepieces](https://specstream.ai/docs/integrations/activepieces), [Affinity](https://specstream.ai/docs/integrations/affinity), [Airbyte](https://specstream.ai/docs/integrations/airbyte), [Airtable](https://specstream.ai/docs/integrations/airtable), [Albato](https://specstream.ai/docs/integrations/albato), [Asana](https://specstream.ai/d− - [Agents pay per result](https://specstream.ai/docs/agent-payments): an agent with no account buys data with x402 or MPP and pays for the matches only.+ > SpecStream is the live web data engine for teams and agents. Ask for data in plain words, and SpecStream finds it on the live web and returns structured rows, each value linked to the page it came from, refreshed on a schedule if you want and sent to the tools you work in. People use it in the workspace at specstream.ai, through the API and the MCP server, and inside Sheets, CRMs, n8n, Zapier, Slack and more. Each request is priced per matching result, and you approve the price before any work+ - Price per match, set by the job each finished row replaces: 5¢ (Standard, up to 5 facts), 15¢ (Expanded, up to 15 facts plus one related list) or $1 (Deep, anything beyond). A person’s email adds 5¢ to the row and a phone 15¢, on any list. A company left out costs nothing. Checking your own imported list is 5¢ a row checked; a row that matches pays its rate instead. Placing imported addresses on the map is free. A price is shown and approved before any work runs; other results that do not matc+ - Plans: Free ($0, no card: $10 of work once, for the first 30 days; 1 member, 1 list kept current), pay as you go (top-ups from $10 that never expire, with the same limits as Free), Pro (recommended; $19 a month with $19 of work; 1 member, 10 lists kept current), Scale ($99 a month with $99 of work; 10 members, 50 lists kept current), Team ($499 a month with $499 of work; 50 members, 250 lists kept current), Enterprise (from $2,500 a month: unlimited members, SAML single sign-on, SCIM, audit lo+ - What you pay for: each result that fits everything you asked for, at its rate, plus the additions above when the request has them. A find with no match costs nothing; checking your own imported list bills the rows it checked, matched or not. A run never costs more than the maximum you approved, and what it doesn't use stays in your balance. A refresh charges half the rate for rows that changed and new rows, and 1¢ for each row that comes back unchanged. Reading, exporting and sharing your own + - One request can ask for up to 10,000 results (25 when it names no number); a run returns the matches it finds, which can be fewer. The largest runs take up to four hours. Requests can be written in any language.+   - CRMs: [HubSpot](https://specstream.ai/integrations/hubspot), [Salesforce](https://specstream.ai/integrations/salesforce), [Pipedrive](https://specstream.ai/integrations/pipedrive), [Attio](https://specstream.ai/integrations/attio), [Zoho CRM](https://specstream.ai/integrations/zoho-crm), [Freshsales](https://specstream.ai/integrations/freshsales), [Bullhorn](https://specstream.ai/integrations/bullhorn), [Ashby](https://specstream.ai/integrations/ashby), [Affinity](https://specstream.ai/integ+   - Outreach & sales: [lemlist](https://specstream.ai/integrations/lemlist), [Smartlead](https://specstream.ai/integrations/smartlead), [Instantly](https://specstream.ai/integrations/instantly), [HeyReach](https://specstream.ai/integrations/heyreach), [Apollo](https://specstream.ai/integrations/apollo), [PhantomBuster](https://specstream.ai/integrations/phantombuster), [Gong](https://specstream.ai/integrations/gong)+   - Chat & work: [Slack](https://specstream.ai/integrations/slack), [Linear](https://specstream.ai/integrations/linear), [Jira](https://specstream.ai/integrations/jira) (coming soon), [Asana](https://specstream.ai/integrations/asana) (coming soon), [ClickUp](https://specstream.ai/integrations/clickup), [Intercom](https://specstream.ai/integrations/intercom) (coming soon), [Zendesk](https://specstream.ai/integrations/zendesk) (coming soon), [Zoom](https://specstream.ai/integrations/zoom) (coming +   - Agent frameworks & builders: [OpenAI API](https://specstream.ai/integrations/openai), [LangChain](https://specstream.ai/integrations/langchain), [LlamaIndex](https://specstream.ai/integrations/llamaindex), [CrewAI](https://specstream.ai/integrations/crewai), [Vercel](https://specstream.ai/integrations/vercel), [Haystack](https://specstream.ai/integrations/haystack), [Amazon Bedrock AgentCore](https://specstream.ai/integrations/amazon-bedrock-agentcore), [Botpress](https://specstream.ai/integ+   - API & cloud platforms: [Convex](https://specstream.ai/integrations/convex), [DigitalOcean](https://specstream.ai/integrations/digitalocean) (coming soon), [Cloudflare](https://specstream.ai/integrations/cloudflare), [Postman](https://specstream.ai/integrations/postman), [RapidAPI](https://specstream.ai/integrations/rapidapi)+ - [Connect your tools](https://specstream.ai/docs/integrations): field mapping, keeping a sheet or CRM in sync and automations. A setup guide for each tool: [Activepieces](https://specstream.ai/docs/integrations/activepieces), [Affinity](https://specstream.ai/docs/integrations/affinity), [Airbyte](https://specstream.ai/docs/integrations/airbyte), [Airtable](https://specstream.ai/docs/integrations/airtable), [Albato](https://specstream.ai/docs/integrations/albato), [Amazon Bedrock AgentCore](http+ - [Agents pay per result](https://specstream.ai/docs/agent-payments): an agent with no account buys data with x402 or MPP and pays for the results found, never more than the price it agreed to.+ - Markdown copies: every page on this list is also published as Markdown at its address plus .md, such as https://specstream.ai/pricing.md and https://specstream.ai/docs/mcp.md (the home page is https://specstream.ai/index.md). A request that sends `Accept: text/markdown` gets the Markdown at the page's own address.

https://specstream.ai/llms.txt

− > SpecStream is the live web data engine for teams and agents. Ask for the list you need in plain words and get all of it from the live web: only the matches, each with the page it came from, kept current and sent where you work. You pay only for the matches.− - Every result is answered yes, no or unsure on every condition, with a one-line reason, its source and the time it was read.− - Where results go: table, list and map views; CSV, XLSX, JSON and HTML exports (KML and GeoJSON for places); Google Sheets, Microsoft Excel, Notion, Airtable, HubSpot, Salesforce, Outlook drafts and signed webhooks.− - For agents: remote MCP server at https://api.specstream.ai/mcp (Streamable HTTP, OAuth 2.1 or API key), 97 tools. Also a REST API, Python and TypeScript clients and a command line.− - [Sales leads](https://specstream.ai/for/sales-leads): companies that fit your conditions, with the right person and the email or phone they published.− - [Grants and tenders](https://specstream.ai/for/grants-and-tenders): open grants and tenders that fit a client, with the deadline, the value and the official notice.− - [Nonprofits](https://specstream.ai/for/nonprofits): US nonprofits by cause, state and revenue, from their Form 990 returns.− - [Companies that use a tool](https://specstream.ai/for/companies-that-use-a-tool): companies that use a given tool, seen on their own website and DNS records.− - [Funding and new executives](https://specstream.ai/for/funding-and-new-executives): funding filings (US Form D, UK share allotments) and new executives (SEC 8-K), delivered weekly.− - [New matches weekly](https://specstream.ai/for/new-matches-weekly): run the same request on a schedule and get the new matches and what changed.− - [Map your spreadsheet](https://specstream.ai/for/map-your-spreadsheet): import up to 20,000 rows from CSV, Excel, Google Sheets or Airtable and see them on a map.− - [Creators](https://specstream.ai/for/creators): creators who fit your niche and follower range, with their channel and published contact.− - [Find a list](https://specstream.ai/research): any list, read from the live web.− - [Evidence](https://specstream.ai/evidence): the page, quote and time behind every fact, and decision replay for $0.− - [Visual workspace](https://specstream.ai/visual-workspace): maps, tables, comparisons and routes.− - [Bring your own list](https://specstream.ai/collections): import a list, fill in what it's missing, map it, export and share it.− - [Projects](https://specstream.ai/projects): roles, notes and spending limits for teams.− - [Monitoring and alerts](https://specstream.ai/monitoring): new matches and changes, hourly to yearly, sent to you.− - [Connected tools](https://specstream.ai/connected-tools): send results to the tools you use.− - [Agents, MCP and API](https://specstream.ai/agents): the same engine from ChatGPT, Claude or your own code.− - [Apps](https://specstream.ai/apps): the Windows app now; Mac, iPhone and Android are coming. Same account and balance.− - [Every tool](https://specstream.ai/products)− - [Security and control](https://specstream.ai/security)− - [Requests to start from](https://specstream.ai/templates): ready requests for every kind of thing, to open, edit and price before running.− - [What you can ask for](https://specstream.ai/things-worth-finding): every kind of list SpecStream finds, with requests to start from, the details you can ask for and the sources.− - [Apps](https://specstream.ai/things-worth-finding/apps)− - [Start here](https://specstream.ai/docs)− - [Find your first results](https://specstream.ai/docs/getting-started)− - [Evidence and sources](https://specstream.ai/docs/evidence)− - [SpecStream's web fetcher](https://specstream.ai/docs/fetcher): how it reads a site, and how a site opts out.− - [Visual workspace and saved work](https://specstream.ai/docs/workspace)− - [Schedules](https://specstream.ai/docs/schedules)− - [Connected tools](https://specstream.ai/docs/integrations)− - [Account and access](https://specstream.ai/docs/account)− - [Words we use](https://specstream.ai/docs/glossary)− - [MCP connection details](https://specstream.ai/docs/mcp): endpoint https://api.specstream.ai/mcp, authentication and the quote-then-authorize flow.− - [Agent setup guides](https://specstream.ai/docs/mcp/clients): [Claude](https://specstream.ai/docs/mcp/claude), [ChatGPT](https://specstream.ai/docs/mcp/chatgpt), [Cursor](https://specstream.ai/docs/mcp/cursor), [VS Code](https://specstream.ai/docs/mcp/vscode), [Perplexity](https://specstream.ai/docs/mcp/perplexity).− - [Python and TypeScript clients and the command line](https://specstream.ai/docs/sdk)− - [The long version of this file](https://specstream.ai/llms-full.txt): how a request works, how SpecStream decides, money rules and what happens after the results arrive.+ > SpecStream is the live web data engine for teams and agents. Ask for the data you need in plain words and get all of it from the live web: only the matches, each value with the page it came from, kept current and sent where you work, with alerts when anything changes. You pay only for the matches.+ - Every value comes with the page it was read from and the time it was read.+ - Where results go: table, list and map views; CSV, XLSX, JSON and HTML exports (KML and GeoJSON for places); Google Sheets, Microsoft Excel, Notion, Airtable, monday.com, HubSpot, Salesforce, Pipedrive, Attio, Outlook drafts and signed webhooks.+ - For agents: remote MCP server at https://api.specstream.ai/mcp (Streamable HTTP, OAuth 2.1 or API key), with a tool for everything the workspace does. An A2A agent at https://api.specstream.ai/a2a (A2A 1.0 and 0.3 JSON-RPC; Agent Card at https://api.specstream.ai/.well-known/agent-card.json). Agents with no account can pay per request with x402 or MPP. Also a REST API, Python and TypeScript clients and a command line.+ - [Sales & agencies](https://specstream.ai/for/sales-leads): companies that fit your conditions, with the right person and the email or phone they published.+ - [Grants & tenders](https://specstream.ai/for/grants-and-tenders): open grants and tenders that fit a client, with the deadline, the value and the official notice.+ - [Investors & deal flow](https://specstream.ai/for/funding-and-new-executives): funding filings (US Form D, UK share allotments) and new executives (SEC 8-K), delivered weekly.+ - [Companies that use a tool](https://specstream.ai/for/companies-that-use-a-tool): companies that use a given tool, seen on their own website and DNS records.+ - [Nonprofits by cause](https://specstream.ai/for/nonprofits): US nonprofits by cause, state and revenue, from their Form 990 returns.+ - [Creators](https://specstream.ai/for/creators): creators who fit your niche and follower range, with their channel and published contact.+ - [New matches every week](https://specstream.ai/for/new-matches-weekly): run the same request on a schedule and get the new matches and what changed.+ - [Map your spreadsheet](https://specstream.ai/for/map-your-spreadsheet): import up to 20,000 rows from CSV, Excel, Google Sheets or Airtable and see them on a map.+ - [Take the product tour](https://specstream.ai/products): the workspace, start to finish.+ - [Find data](https://specstream.ai/research): any data, read from the live web.+ - [Signals & feeds](https://specstream.ai/signals): kept-current feeds of funding rounds from SEC Form D, new executives from 8-K filings, layoffs from WARN notices, UK share allotments, failed banks, tenders and grants, by API, webhook, RSS or CSV. A free weekly feed of US funding rounds of $5 million or more (CC BY 4.0): https://specstream.ai/feeds/us-funding-rounds.json+ - [Your own list](https://specstream.ai/collections): import a list, fill in what it's missing, map it, export and share it.+ - [Maps & views](https://specstream.ai/visual-workspace): tables, maps, comparisons and routes.+ - [Kept current](https://specstream.ai/monitoring): new matches and changes, hourly to yearly, sent to you.+ - [Sources on every value](https://specstream.ai/evidence): the page and the time behind every value, and the quote from the page where there is one.+ - [Projects & team](https://specstream.ai/projects): roles, notes and spending limits for teams.+ - [Desktop & phone apps](https://specstream.ai/apps): the Windows app is out; Mac, iPhone and Android are coming soon. Same account and balance.+ - [Browser extension](https://specstream.ai/apps#browser): Chrome and Firefox are out; Edge and Opera are coming soon.+ - [Watch it work](https://specstream.ai/videos): narrated videos of the workspace, each under a minute.+ - [Integrations](https://specstream.ai/integrations): every tool SpecStream works in, by kind, each with its own page: what it does there, how to set it up and what you need.+   - CRMs: [HubSpot](https://specstream.ai/integrations/hubspot), [Salesforce](https://specstream.ai/integrations/salesforce), [Pipedrive](https://specstream.ai/integrations/pipedrive), [Attio](https://specstream.ai/integrations/attio), [Zoho CRM](https://specstream.ai/integrations/zoho-crm), [Freshsales](https://specstream.ai/integrations/freshsales), [Bullhorn](https://specstream.ai/integrations/bullhorn), [Ashby](https://specstream.ai/integrations/ashby), [Affinity](https://specstream.ai/integ+   - Sheets, docs & databases: [Google Sheets](https://specstream.ai/integrations/google-sheets), [Microsoft Excel](https://specstream.ai/integrations/excel), [Airtable](https://specstream.ai/integrations/airtable), [Notion](https://specstream.ai/integrations/notion), [monday.com](https://specstream.ai/integrations/monday), [Smartsheet](https://specstream.ai/integrations/smartsheet), [Trello](https://specstream.ai/integrations/trello), [Obsidian](https://specstream.ai/integrations/obsidian) (comi+   - Chat & work: [Slack](https://specstream.ai/integrations/slack), [Linear](https://specstream.ai/integrations/linear), [Jira](https://specstream.ai/integrations/jira) (coming soon), [Asana](https://specstream.ai/integrations/asana) (coming soon), [Intercom](https://specstream.ai/integrations/intercom) (coming soon), [Zendesk](https://specstream.ai/integrations/zendesk) (coming soon), [Zoom](https://specstream.ai/integrations/zoom) (coming soon), [Microsoft Teams](https://specstream.ai/integrat+   - Sites, design & reports: [Webflow](https://specstream.ai/integrations/webflow) (coming soon), [Framer](https://specstream.ai/integrations/framer) (coming soon), [Canva](https://specstream.ai/integrations/canva) (coming soon), [Looker Studio](https://specstream.ai/integrations/looker-studio)+   - Automation: [Zapier](https://specstream.ai/integrations/zapier), [Make](https://specstream.ai/integrations/make), [n8n](https://specstream.ai/integrations/n8n), [Activepieces](https://specstream.ai/integrations/activepieces), [Workato](https://specstream.ai/integrations/workato), [Power Automate](https://specstream.ai/integrations/power-automate) (coming soon), [IFTTT](https://specstream.ai/integrations/ifttt) (coming soon), [Pipedream](https://specstream.ai/integrations/pipedream) (coming s+   - AI assistants: [Claude](https://specstream.ai/integrations/claude), [ChatGPT](https://specstream.ai/integrations/chatgpt), [Gemini](https://specstream.ai/integrations/gemini), [Grok](https://specstream.ai/integrations/grok), [Le Chat](https://specstream.ai/integrations/le-chat), [Perplexity](https://specstream.ai/integrations/perplexity), [Manus](https://specstream.ai/integrations/manus), [LM Studio](https://specstream.ai/integrations/lm-studio), [Cherry Studio](https://specstream.ai/integra+   - Coding agents: [Cursor](https://specstream.ai/integrations/cursor), [VS Code](https://specstream.ai/integrations/vscode), [Kiro](https://specstream.ai/integrations/kiro) (coming soon), [Devin](https://specstream.ai/integrations/devin) (coming soon), [Cline](https://specstream.ai/integrations/cline) (coming soon), [Kilo Code](https://specstream.ai/integrations/kilo-code) (coming soon), [OpenCode](https://specstream.ai/integrations/opencode), [Pi](https://specstream.ai/integrations/pi)+   - Agent frameworks & builders: [OpenAI API](https://specstream.ai/integrations/openai), [LangChain](https://specstream.ai/integrations/langchain), [LlamaIndex](https://specstream.ai/integrations/llamaindex), [CrewAI](https://specstream.ai/integrations/crewai), [Vercel](https://specstream.ai/integrations/vercel), [Haystack](https://specstream.ai/integrations/haystack), [Botpress](https://specstream.ai/integrations/botpress) (coming soon), [Bubble](https://specstream.ai/integrations/bubble) (com+   - Data & warehouses: [Supabase](https://specstream.ai/integrations/supabase), [Airbyte](https://specstream.ai/integrations/airbyte) (coming soon), [Fivetran](https://specstream.ai/integrations/fivetran) (coming soon), [dlt](https://specstream.ai/integrations/dlt) (coming soon), [Meltano](https://specstream.ai/integrations/meltano)+   - API & cloud platforms: [Convex](https://specstream.ai/integrations/convex), [DigitalOcean](https://specstream.ai/integrations/digitalocean) (coming soon), [Postman](https://specstream.ai/integrations/postman), [RapidAPI](https://specstream.ai/integrations/rapidapi)+ - [SpecStream for agents](https://specstream.ai/agents): the same engine from ChatGPT, Claude or your own code.+ - [Security & control](https://specstream.ai/security)+ - [Blog](https://specstream.ai/blog): published data, how it was made and how to ask for your own. Feed: https://specstream.ai/blog/rss.xml+ - [Ready requests](https://specstream.ai/templates): ready requests for every kind of thing, to open, edit and price before running.+ - [What you can ask for](https://specstream.ai/things-worth-finding): every kind of data SpecStream finds, with requests to start from, the details you can ask for and the sources.+ - [App store listings](https://specstream.ai/things-worth-finding/apps): apps on the public stores, with ratings, versions, prices and who makes them.

Showing the first 40 of each.

repository_url

https://github.com/Specstreamai/specstream-tools → https://github.com/specstream/specstream-tools

version

1.2.1 → 1.2.2

description

Give your agent finished lists from the live web: every row with its source, priced per match. → Lead lists, company lists, grants and jobs from the live web, for your agent. Priced per match.

version

1.2.0 → 1.2.1