Live web data, in the tools you already pay for
SpecStream sends what it finds on the live web straight to the CRM, sheet or chat your team already works in, each value with its source, and keeps it current there. Claude, ChatGPT, Gemini and Grok can ask for it themselves.
Connect your agent
Let your agent loose on the live web
Where your team works
Live web data lands in the CRM, sheet or chat your team already uses, and every new match follows it there.
CRMs
Results arrive as companies, contacts, leads or candidates, matched to the records you already have, so nobody lands in your CRM twice.
- HubSpotCompanies and contacts, filed in a static HubSpot list
- SalesforceAccounts and leads, with leads in an active campaign
- PipedriveOrganizations and people, under one Pipedrive label
- AttioCompanies and people, as entries in an Attio list
- Zoho CRMTagged accounts, contacts, or leads, in any data center
- FreshsalesAccounts or contacts, with contacts added to a list
- AshbyPeople who fit the role, as tagged Ashby candidates
- AffinityOrganizations added to your Affinity sourcing list
- CopperCompanies with fields filled, tagged as a batch
- BullhornComing soonHiring companies, with their contacts on a tearsheet
Sheets, docs & databases
Live web data fills your sheet, base or database under your own headers. You see the first row before anything is sent.
- Google SheetsRows under your own headers, kept in sync
- Microsoft ExcelRows in your .xlsx on OneDrive or SharePoint
- AirtableRecords in your base, every detail in its own field
- NotionA page per match in your Notion database
- monday.comItems in the board group you pick
- SmartsheetRows at the bottom of your sheet, updated in place
- TrelloCards on your Trello board, one per match
- CodaSynced Records tables and a Find list button in your doc
- ObsidianComing soonA Markdown table at your cursor, linked row by row
Chat & work
Ask in Slack, Linear or Teams and approve the price in the same thread. The results come back there too.
- SlackAsk with /specstream, new matches posted to a channel
- LinearMention @SpecStream, results posted in the issue thread
- Microsoft TeamsAsk in a personal chat, share lists as cards
- OutlookA draft per result in your Outlook Drafts folder
- JiraComing soonThe SpecStream agent in Rovo chat, results as a table
- AsanaComing soonEvery record as a subtask, its source in the description
- IntercomComing soonThe company behind a conversation, as an internal note
- ZendeskComing soonThe company behind a ticket, saved to its organization
- ZoomComing soon/specstream in Team Chat, results as a CSV
- RaycastComing soonAsk from the launcher, results as a Raycast list
Sites, design & reports
Fill a CMS collection, a chart or a dashboard with live data. When a client asks where a number came from, the source link is right next to it.
Automation
A step that starts a request, and a trigger that fires for every new or changed row.
- ZapierA Zap run for every record you get back
- MakeOne bundle per record, marked new or changed
- n8nA community node and trigger for self-hosted n8n
- ActivepiecesOne piece install for every flow on your platform
- WorkatoYour list's columns as datapills in any recipe
- Power AutomateComing soonRecords into flows, then Excel, Teams, or Dataverse
- IFTTTComing soonNew and changed records that fire Applets
- PipedreamComing soonFinished runs as events in Pipedream workflows
- AlbatoComing soonSaved requests that keep feeding Albato
Where you ask
Ask from Claude, ChatGPT, Cursor or the terminal. You see the price first and pay for the matches.
AI assistants
Add SpecStream to the assistant and ask in plain words for the data a conversation needs. The records come back in the chat, each with its source.
- ClaudeA connector in Claude, one command in Claude Code
- ChatGPTMention @SpecStream in any ChatGPT chat
- GeminiGemini on your phone, and in Gemini CLI
- GrokRecords in Grok chats and xAI API calls
- Le ChatMistral's Le Chat, with EU prices in euros
- PerplexityPerplexity questions answered as records
- ManusRecords for Manus tasks, on a capped API key
- LM StudioLive web records for models on your machine
- Cherry StudioAny model in Cherry Studio, DeepSeek included
- AnythingLLMRecords for @agent, from a Hub skill or MCP server
- Hermes AgentA Hermes Agent that asks before it spends
- PoeRead back and priced in a Poe chat
- CozeAn agent in the Coze store, a plugin for your bots
- ASI:OneAsk on ASI:One, run it on your account
- OpenClawJSON rows with sources for your OpenClaw agent
- Microsoft 365 CopilotComing soonThe SpecStream agent in Microsoft 365 Copilot
- KimiComing soonAsk Kimi in Chinese or English
- LangdockComing soonLive web data for your team's Langdock assistants
Coding agents
Your coding agent asks for live web data mid-task and gets structured records back in the same session.
- CursorRecords with sources in Cursor's agent chat
- VS CodeResults as a table in VS Code chat, each with its source
- OpenCodeServer and skills in OpenCode from one plugin line
- PiOne pi install puts live web data in the Pi agent
- KiroComing soonLive records in Kiro chat, from the Powers panel
- DevinComing soonLive web data in Devin sessions, from its marketplace
- ClineComing soonSourced fields inside Cline tasks
- Kilo CodeComing soonLive web data and SpecStream skills in Kilo Code
What you build with
Your own agents, apps and pipelines call the same engine, and each API key gets a spending limit of its own.
Agent frameworks & builders
Drop-in tools, retrievers and actions for LangChain, LlamaIndex, CrewAI, the AI SDK and the rest.
- OpenAI APILive web records as an MCP tool in the Responses API
- LangChainAgent tools and a retriever that returns LangChain Documents
- LlamaIndexA tool spec and retriever nodes for LlamaIndex agents
- CrewAILive web rows for the agents in your crew
- VercelAI SDK tools in TypeScript, plus a client for route handlers
- HaystackHaystack Documents from the live web, for pipelines and agents
- BotpressComing soonHub actions that put live web rows in a bot's reply
- BubbleComing soonA plugin that fills Bubble repeating groups from the live web
- DifyComing soonDify agent and workflow tools, with a price cap only you set
Data & warehouses
Records upsert into your Postgres table or go through your pipeline to the warehouse, sources included.
- SupabaseLive web records upserted into your Postgres table
- Meltanotap-specstream from PyPI, into any Singer target
- AirbyteComing soonYour lists and their records, in any Airbyte destination
- FivetranComing soonLIST, RECORD, and RECORD_VALUE tables in your warehouse
- dltComing soonRecords into DuckDB, BigQuery, Snowflake, or Postgres
API & cloud platforms
Try every endpoint in Postman or RapidAPI before you write code, or call SpecStream from your Convex backend.
The API and our own apps
Try it – free
Start with $10 of work and send the first list to the tool your team opens every morning. Something missing? Tell us what you use.
Connect your agent
Let your agent loose on the live web