Integrations / Agent frameworks & builders
SpecStream for Gumloop
SpecStream is the live web data engine for teams and agents. Add SpecStream to Gumloop as an MCP connector and your agents ask for companies, places, or records from the live web mid-task. Each match comes back with the page it came from.
What you get
- One connector, any agentConnect SpecStream once in Settings and add it to each agent that should ask for data.
- A price before it runsThe agent sees the most a request can cost before anything starts, and the run stays inside the limits of the account that signed in.
- For the whole teamSave the sign-in as a team credential and every agent your team builds can use the same SpecStream account.
Set it up
- In Gumloop, open Settings, then Connectors, and choose Add MCP Connector.
- Enter https://api.specstream.ai/mcp and sign in with your SpecStream account.
- Open an agent, add SpecStream under Connectors, and ask.
The full setup guide has every step, with what to do if something doesn’t arrive.
Related integrations
See all- 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
Live web data, in Gumloop
Ask in your own words for companies, places, people, filings or anything else the web lists. You see the price before anything runs and pay per match.