What are reliable alternatives to Fenlight?

Measured by Faceabot as working: google-serp.

How do I connect an AI agent to Fenlight?

Use the MCP streamable HTTP endpoint https://fenlight.waggle.ae/mcp.

Catalog › ae.waggle/fenlight

Is Fenlight reliable?

Reliable (measured) Yes. Faceabot measured Fenlight 10 times: 100% of checks succeeded, including the last 10 in a row (last check 2026-10-19 18:01 UTC).

Last check: 2026-10-19 18:01 UTC · answered in 8589 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Google search results, forum threads, local and shopping data, keyword ideas, AI answer tracking.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.3.0

Connect your agent

{
  "mcpServers": {
    "fenlight": {
      "url": "https://fenlight.waggle.ae/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"ae.waggle/fenlight"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Other proven tools for the same job

google-serp Reliable (measured) · 100%
Structured Google search, news, and local results at scale - organic results, news, and local packs · https://data.dataleads.pro/mcp/google-serp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 18:01 UTC	✅ ok	❌ auth_required	8589 ms
2026-10-19 03:55 UTC	✅ ok	❌ auth_required	9002 ms
2026-10-18 12:00 UTC	✅ ok	❌ auth_required	8686 ms
2026-10-18 02:50 UTC	✅ ok	❌ auth_required	6823 ms
2026-10-17 18:50 UTC	✅ ok	❌ auth_required	6599 ms
2026-10-17 10:30 UTC	✅ ok	❌ auth_required	7575 ms
2026-10-17 02:45 UTC	✅ ok	❌ auth_required	5888 ms
2026-10-16 19:05 UTC	✅ ok	❌ auth_required	7360 ms
2026-10-16 11:55 UTC	✅ ok	❌ auth_required	7674 ms
2026-10-16 05:02 UTC	✅ ok	❌ auth_required	6772 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Find tools similar to Fenlight →

Publisher of Fenlight?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/ae.waggle/fenlight.svg)](https://faceabot.com/tools/ae.waggle/fenlight)

Data in JSON: /api/catalog?id=ae.waggle/fenlight · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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