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Gumloop

Use SpecStream from Gumloop agents. Ask for companies, places, or records in plain words, approve the price, and get each match with the page it came from.

SpecStream for GumloopAgent frameworks & builders

What you need

  • A Gumloop account. Custom MCP connectors work on every Gumloop plan.
  • A SpecStream account. Creating one is free.

  1. 1. Add the connector

    In Gumloop, open the Connectors page in your profile settings. Open the arrow next to Add Connector and choose Add MCP Connector.

    Choose Public URL, enter https://api.specstream.ai/mcp, and click Connect.

  2. 2. Sign in to SpecStream

    Gumloop detects that SpecStream signs in with OAuth. Click Authenticate, sign in or create a free account, and approve what Gumloop asks for. Requests run on the account that signs in, with its balance and spending limits.

    To use an API key instead, paste a key from Agents & API in SpecStream into the token field. Gumloop sends it as a Bearer token.

  3. 3. Add SpecStream to an agent

    Open the agent, go to Connectors, click Add Connector, and pick SpecStream. A connector added in Settings reaches an agent only after this step.

  4. 4. Ask for data

    Describe what you need and where, the way you'd say it to a colleague:

    Independent dental practices in Austin, with their website, phone, and the owner's name

    SpecStream reads the request back, then quotes the most it can cost and when the price expires. Nothing runs until you approve that price. A run takes a few minutes, and each match comes back with its values and the page each value was read from. Possible matches come separately, at no cost.

Headers and models

Gumloop doesn't forward custom headers when an agent runs on an Anthropic model. Sign in with OAuth or use the token field, which works with every model.

Cost

Connecting SpecStream to Gumloop is free. SpecStream bills your balance per match, a request that finds nothing is free, and a run can't cost more than the maximum you approved. New accounts get $10 of work for 30 days without a card. Balance, quotes, and billing has the details.

Disconnect

Remove SpecStream from Connectors in Gumloop. To end its sign-in on the SpecStream side, open Agents & API in your workspace, choose OAuth applications, and revoke Gumloop. Your saved results stay put. Questions go to [email protected].

More

SpecStream for Gumloop covers what it does in Gumloop on one page. Every other tool has its guide in Connect your tools. You see the most a request can cost before it starts, and the matches are paid from your balance. Billing has the details. For help, email [email protected].