Fenlight

by waggle.ae · remote · no sign-in to list tools · v0.3.0 · published by ae.waggle

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

Changes · 7

Compare Registry entry

8 tools: 7 change things and 1 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things7Claude Code: ask: see these tools
Only reads1Claude Code: allow: see these tools

3 checks matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http fenlight https://fenlight.waggle.ae/mcp --header 'Authorization: <your-authorization>'

Findings

Matches of fixed checks, with the text they matched.

3 warn

Warngoogle_serp
The server marks "google_serp" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "execute": a word for a change.
What this check looks for
Warngeo_citation_radar
The server marks "geo_citation_radar" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "run": a word for a change.
What this check looks for
Warnai_answers
The server marks "ai_answers" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "put": a word for a change.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

8 tools

Changes things 7Creates or changes something that can be changed back.Claude Code: ask

ai_answersPut a buyer's question to an AI assistant that searches the live web, and see whether a brand and its competitors are named in the answer, in what rank, with the citations and cite…Reads text others write1 finding
Why it is in this group
- The description's first verb is "put": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Findings
- Warn
  The server marks "ai_answers" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "put": a word for a change.
  What this check looks for
Description, as the server wrote it
Put a buyer's question to an AI assistant that searches the live web, and see whether a brand and its competitors are named in the answer, in what rank, with the citations and cited domains behind it. The assistant is ChatGPT unless `engine` names claude, perplexity or gemini; an assistant the server has no key for answers not_configured and costs nothing. `samples` (1 to 5, default 1) asks the same question more than once, for a mention rate. Returns metrics per assistant, not the raw answers. Charged per call to the assistant at the price list in credits (see llms.txt), the same as POST /v1/ai/answers: the worst case is held first, only the calls made are charged, and a call where the assistant failed is charged nothing.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
company_serp_footprintAudit a company's SERP digital footprint, brand reputation, owned domains, and entity profiles.Reads text others writeNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Audit a company's SERP digital footprint, brand reputation, owned domains, and entity profiles. Separates owned web properties, social/entity profiles (Wikipedia, LinkedIn, Instagram, Crunchbase), Google Maps locations, third-party mentions, and customer brand questions (PAA).
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
extract_local_placesExtract Google Local Pack (3-pack) and Google Places listings for local queries.Reads text others writeNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Extract Google Local Pack (3-pack) and Google Places listings for local queries. Returns place_id/cid, title, rating, review count, address, latitude/longitude, category, phone, and website.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
extract_shopping_resultsExtract Google Shopping carousel listings for e-commerce and product queries.Reads text others writeNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Extract Google Shopping carousel listings for e-commerce and product queries. Returns product title, price, currency, merchant, rating, reviews, image URL, link, and product ID.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
geo_citation_radarRun GEO Citation & Injection Radar for a topic query and brand.Reads text others write1 finding
Why it is in this group
- The description's first verb is "run": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Findings
- Warn
  The server marks "geo_citation_radar" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "run": a word for a change.
  What this check looks for
Description, as the server wrote it
Run GEO Citation & Injection Radar for a topic query and brand. Calculates citation probability score (0-100), identifies high-impact Reddit/Quora threads with injection playbooks, extracts listicle PR outreach targets with Vera contacts payload, discovers AEO question gaps from PAA, and produces an LLM-ready markdown injection brief.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
google_serpExecute a full Google SERP search query with strict Google provenance (depth 10 to 100).Reads text others write1 finding
Why it is in this group
- The description's first verb is "execute": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Findings
- Warn
  The server marks "google_serp" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"openWorldHint":true}; The description's first verb is "execute": a word for a change.
  What this check looks for
Description, as the server wrote it
Execute a full Google SERP search query with strict Google provenance (depth 10 to 100). Returns verified Google organic results with classification tagging (forums, video, ecommerce) and the results page's features (AI Overview, PAA, Knowledge Graph). The local pack and shopping are add-ons: set local_pack and/or shopping to true to include them. A result searched in the last 24 hours is served from the cache at a lower price; set fresh to true to search live.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
keyword_ideasKeyword ideas for a seed keyword from Google autocomplete (the seed plus question words or the alphabet), People Also Ask and related searches, cleaned and de-duplicated.Reads text others writeNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Keyword ideas for a seed keyword from Google autocomplete (the seed plus question words or the alphabet), People Also Ask and related searches, cleaned and de-duplicated. Each idea carries its sources and an intent label (question, comparison, commercial, local, informational). Works in Arabic. Ideas only: no search volumes. Charged for the results page (3 credits live, 1 from your cache) plus 3 credits for each autocomplete call that returns suggestions, so at most 6 credits for expand 'none', 30 for 'questions' (the default), 84 for 'alphabet' (90 for an Arabic seed) and 93 for 'all'; it stops early once `limit` ideas are found, which is 6. Set fresh to true to search the results page live; autocomplete is always live.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true

Only reads 1Looks things up and changes nothing.Claude Code: allow

find_discussion_candidatesSearch Google and filter organic results (positions 1-100) specifically for community discussions and forum threads (Reddit, Quora, HackerNews, StackExchange, niche forums).Reads private dataReads text others writeNo findings
Why it is in this group
- The name "find_discussion_candidates" says "find": a word for reading.
What it can reach
- private-dataThe description's first sentence says "search" and "thread": it reads messages.
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe name "find_discussion_candidates" says "find" and "discussion": it reads comments, which other people can write.
- untrusted-inputThe description's first sentence says "search" and "discussion": it reads comments, which other people can write.
Description, as the server wrote it
Search Google and filter organic results (positions 1-100) specifically for community discussions and forum threads (Reddit, Quora, HackerNews, StackExchange, niche forums). Ideal for sentiment analysis, user discussions, and customer problem discovery.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.

Reads private data1: Reads files, mail, messages, databases, secrets, calendars or repositories.; find_discussion_candidates
Reads text others write8: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.; ai_answers
company_serp_footprint
extract_local_places
extract_shopping_results
find_discussion_candidates
geo_citation_radar
google_serp
keyword_ideas
Can send data out0: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Remote posture

What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.

Looked at Oct 22, 2026, 14:18 UTC, unchanged since Oct 22, 2026. No credentials were sent and no tool was called. What is looked at.

Reachable: yes
HTTP status of an anonymous initialize: 200
tools/list served without credentials: yes
Tools that change things, listed without credentials: 7
Protocol version: 2025-06-18
WWW-Authenticate on 401: not observed
resource_metadata in WWW-Authenticate: none
RFC 9728 protected resource metadata: none
Authorization servers: none
Legacy HTTP+SSE transport: no
Dynamic client registration: not observed
Client ID metadata documents: not observed

WarnThe whole server
The endpoint served tools/list without credentials, and the list has 7 tools that change things (7 write). Whether a call also works without credentials was not tested: tools are never called.
Matched text
https://fenlight.waggle.ae/mcp: tools/list returned 8 tools to an anonymous client, including google_serp (write), extract_local_places (write), extract_shopping_results (write), geo_citation_radar (write), company_serp_footprint (write) and 2 more
What this check looks for

Install

Pinned to version 0.3.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http fenlight https://fenlight.waggle.ae/mcp --header 'Authorization: <your-authorization>'

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__fenlight__find_discussion_candidates"
    ],
    "ask": [
      "mcp__fenlight__google_serp",
      "mcp__fenlight__extract_local_places",
      "mcp__fenlight__extract_shopping_results",
      "mcp__fenlight__geo_citation_radar",
      "mcp__fenlight__company_serp_footprint",
      "mcp__fenlight__keyword_ideas",
      "mcp__fenlight__ai_answers"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as fenlight. Review it before you use it.

Capability tags behind 8 rules

mcp__fenlight__google_serp untrusted-input
mcp__fenlight__find_discussion_candidates private-data, untrusted-input
mcp__fenlight__extract_local_places untrusted-input
mcp__fenlight__extract_shopping_results untrusted-input
mcp__fenlight__geo_citation_radar untrusted-input
mcp__fenlight__company_serp_footprint untrusted-input
mcp__fenlight__keyword_ideas untrusted-input
mcp__fenlight__ai_answers untrusted-input

Keep track

Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/ae.waggle/fenlight/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Anlyon alternative

7 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

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Source: MCP Registry. Synced Oct 21, 2026, 17:41 UTC.

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