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Ask for a list in plain words (companies, people, local businesses, grants, products, papers) and get the finished list from the live web, every row with its source. The agent sees a price before anything runs and pays per match.
We build SpecStream (affiliation disclosed). The plugin connects Copilot to our hosted MCP server (https://api.specstream.ai/mcp) and ships four skills that make the agent read the request back, show the price and wait for a yes before anything is spent. Setup: sign in with OAuth, or set SPECSTREAM_API_KEY (a key from the workspace; new accounts start with $10 of work). Limits: it is for lists (many rows, conditions every row must meet); for one fact the agent should just search. Paid work never starts without the user approving the quoted maximum. The server is also in the official MCP Registry as ai.specstream/specstream.
Submission checklist
The plugin lives in a public GitHub repository.
The ref and/or sha I provided is immutable (release tag and/or full 40-character commit SHA), not a branch.
This submission follows this repository's contribution, security, and responsible AI policies.
This plugin is not already listed in the Awesome Copilot marketplace.
Activity
github-actions commentedon Oct 15, 2026
🔴 Contributor Reputation Check: HIGH risk
Maintainers: please review this contributor before merging.
See the workflow run for full details.
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Specstreamai commentedon Nov 3, 2026
Superseded by #6210, which uses the external plugin submission form.