Fenlight
by ae.waggle
Google search results, forum threads, local and shopping data, keyword ideas, AI answer tracking.
MCP
Fenlight
Added 16 Oct 2026
Overview
Fenlight is an MCP server from ae.waggle that exposes Google search results, forum threads, local and shopping data, keyword ideas, and AI answer tracking. It aggregates these data sources through a single model context protocol endpoint for use in AI applications and developer workflows.
Best for
Best for
Developers building AI assistants or analytics tools that need live search and SERP-style data
Use cases
- Feed live search and forum data into AI agents
- Track how AI answer engines present brand or keyword results
- Pull keyword ideas, local, and shopping data for research workflows
Pros
- Broad data coverage across search, local, shopping, forums, and AI answers
- Single MCP endpoint simplifies integration for AI builders
- Includes AI answer tracking, useful for monitoring LLM-era search visibility
Cons
- Dependency on ae.waggle's hosted MCP service
- Data source coverage and freshness are not specified
- No pricing, rate limits, or authentication details provided
Pairs with
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