$ loading_
Provides source-attributed public URL and domain result packs for AI agents.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "ResultRail by LarryBuildsAI" MCP server from askskill: Run: claude mcp add --transport http 'io-github-larrylemonbot-resultrail' 'https://proofbeforepay.vercel.app/resultrail/mcp'
Please assemble a pack of public URL results for "open-source vector databases" and keep source attribution for each result so I can cite them later.
A pack of relevant public URL results with source attribution, suitable for downstream AI retrieval or citation.
Generate a domain-level result pack for "major cloud providers' AI product pages," listing publicly accessible relevant domains with source attribution.
A domain-organized pack of public sources that an agent can use for follow-up fetching or comparison.
Prepare a pack of public web results about "generative AI regulation policies" for a research agent, with traceable source attribution.
A set of web results usable in a research workflow, emphasizing public accessibility and traceable sources.
Researchers or developers building retrieval-augmented workflows can use it to supply agents with public URL or domain results that include source attribution. This makes later summarization or analysis easier to trace back to original sources.
Marketers gathering competitor or industry information can first generate source-attributed URL result packs. This makes it easier to hand public web leads to AI for further processing.
It is an MCP tool that provides AI agents with result packs of public URLs and domains, including source attribution. The provided information does not describe additional processing capabilities.
It is best suited for tasks that need public web sources, organized results, and traceable citations, such as retrieval augmentation, research collection, or market information gathering. For more advanced filtering support, see the source repository.
The provided material does not include installation steps or specify whether it needs API keys or a particular runtime. See the source repository for prerequisites.
Helps agents with low-cost routing, lead research, and token-risk preflights.
Let AI agents search and read cross-platform web content at low cost.
Conduct multi-source web research and produce cited, source-attributed reports.
Live web research search engine built for AI agents and workflows.
Scan any URL for AI agent readability and manifest support.
Orchestrate complex agent workflows with receipts, fee handling, and MCP tool access.