Connect your account, then chat with AI to run tools.
Structured live web data for your agent. Describe the data in plain words and get back only the records that fit, read from the live web at that moment, every value with its source URL: companies, local businesses, SEC filings, tenders, grants, jobs, research and more. Quote first, then pay per result: 10¢, 30¢ or $1. Sign in with OAuth or use an API key. New accounts start with $10 of work free.
https://api.specstream.ai/mcpThis server may ask you to sign in when your AI client connects.
Live probe refreshed Oct 18, 2026 · Endpoint host api.specstream.ai
Domain knowledge for SpecStream — workflow patterns, data models, and gotchas for your AI agent.
SpecStream turns a plain-words data request into structured records read from the live web at that moment. Every value carries the URL of the page it came from, and only records that fit everything the request asks for come back and are billed.
A good request names the kind of record, the place or time range, and the facts to bring back:
Companies, local businesses, SEC filings (Form D fundraises, 8-K executive changes), tenders, grants, clinical trials, regulations, research papers, datasets, apps, repositories, job postings and more: 20 kinds of record, up to 10,000 records a request.
A saved request reruns on a schedule, hourly to yearly, and sends new or changed records to a webhook, Google Sheets, Excel, Notion, Airtable, HubSpot or Salesforce. Results export as CSV, XLSX or JSON, or go out as a share link.
10¢, 30¢ or $1 per record that fits, depending on the kind of record. A search that finds nothing is free. Reading, exporting and sharing results cost nothing. New accounts start with $10 of work free, no card.
Connect SpecStream to any MCP client in minutes
https://api.specstream.ai/mcpThis server may ask you to sign in when your AI client connects.
Operate SpecStream? You can take over the listing's metadata.
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Opens MCPBundles Studio with this server selected. After sign-in, chat and run tools from the same thread.
Browse all toolsThis listing includes a local install command for MCPBundles Desktop. Desktop will ask before running anything on your machine.
Showing 25 of 61
Showing 25 of 61 tools from the public preview. Connect the server to inspect the full live tool list.
Review imported research
get_input_researchRead each original input row, the source-backed identity decision, unresolved namesakes and its delivered record. Name and location are search hints, not verified facts. Use this after researching an imported list; a missing identity must not be guessed or called a Match. No charge or new research.
Open in StudioStructured live web data for your agent. Describe the data in plain words and get back only the records that fit, read from the live web at that moment, every value with its source URL: companies, local businesses, SEC filings, tenders, grants, jobs, research and more. Quote first, then pay per result: 10¢, 30¢ or $1. Sign in with OAuth or use an API key. New accounts start with $10 of work free. It provides MCP tools that your client discovers when it connects (this page may not list every tool name) that AI agents can use through the Model Context Protocol (MCP).
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/apispecstreamaimcp. Authentication is handled automatically.
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SpecStream is a remote MCP server. The live tool list is supplied by the server when your MCP client connects, so the count is not fixed on this public page. After you connect in MCPBundles Studio or your client, you will see the tools your session can call. A SKILL.md is still included to guide your agent on capabilities and workflows.
SpecStream uses One-click sign in or API Key. SpecStream requires credentials. Connect via MCPBundles and authentication is handled automatically.
MCPBundles is an independent platform built on the open Model Context Protocol standard. MCPBundles is not affiliated with, sponsored by, or endorsed by Anthropic PBC.
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