Analook — Competitor Intelligence

by Gingiris-1031 · remote · no sign-in to list tools · v1.0.2 · published by GitHub user Gingiris-1031

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

Changes · 2

Compare Registry entry

8 tools: 2 change things and 6 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things2Claude Code: ask: see these tools
Only reads6Claude Code: allow: see these tools

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

claude mcp add --transport http analook https://www.analook.com/mcp/

Findings

Matches of fixed checks, with the text they matched.

8 info

Infoanalyze_competitor
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Infoget_report_status
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Infoget_report
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Infoget_report_markdown
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Infolist_my_reports
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Inforun_growth_audit
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for

Show 2 more findings

Infoget_growth_audit
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
What this check looks for
Infobrowse_public_reports
The input schema at properties.context.description mentions "credentials".
Matched text
inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
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 2Creates or changes something that can be changed back.Claude Code: ask

analyze_competitorSubmit a competitor analysis job.Reads text others writeCan send data out1 finding
Why it is in this group
- The name "analyze_competitor" says "analyze": a word for reading.
- The description's first verb is "submit": a word for a change.
What it can reach
- untrusted-inputThe input takes a URL (input.url), and the tool reads it: it reads web pages, which anyone can write.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Submit a competitor analysis job. Analyzes a competitor's website across 15+ data sources (SEO, traffic, social, Product Hunt, GitHub, Wayback Machine history, AI-generated insights, etc.) and returns a job_id. Use get_report_status(job_id) to poll and get_report(job_id) to retrieve results when status='completed'. Typical analysis takes 2-5 minutes. Requires authentication (deducts 1 credit from your Analook balance). Args: url: Competitor website URL (e.g. 'https://linear.app' or 'lovable.dev') product_name: Optional product name override (defaults to domain) lang: Report language, 'en' (default) or 'zh' for Chinese output Returns: {job_id: str, status: 'started', poll_url: str} on success {error: str, hint?: str} on auth/validation failure
run_growth_auditRun a full Growth Audit — three linked strategic reports for a product.Can send data out1 finding
Why it is in this group
- The name "run_growth_audit" says "run": a word for a change.
What it can reach
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Run a full Growth Audit — three linked strategic reports for a product. Unlike analyze_competitor (a single 15-signal intelligence snapshot), a Growth Audit produces an Executive Summary + a Diagnosis Report + a 30-day Action Plan, grounded in real channel/tactic playbooks. Best for 'how do I grow THIS product' rather than 'what is this competitor doing'. Takes ~4-6 minutes. Requires authentication and deducts 10 credits. Poll with get_growth_audit(job_id) until status='completed'. Args: url: Product website URL to audit product_name: Optional product name override (defaults to domain) lang: Report language, 'en' (default) or 'zh'

Only reads 6Looks things up and changes nothing.Claude Code: allow

browse_public_reportsBrowse Analook's public competitor-intelligence report gallery.Reads text others write1 finding
Why it is in this group
- The name "browse_public_reports" says "browse": a word for reading.
What it can reach
- untrusted-inputThe name "browse_public_reports" says "browse": it reads web pages, which anyone can write.
- untrusted-inputThe description's first sentence says "browse": it reads web pages, which anyone can write.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Browse Analook's public competitor-intelligence report gallery. Returns recently published public reports (product name, domain, category, and a link). No authentication or credits required — a fast way to discover existing analyses before spending a credit on a fresh one. Args: category: Optional filter, e.g. 'AI / Agents', 'Dev Tools', 'Crypto / Web3', 'Marketing / SEO', 'SaaS / Other'
get_growth_auditFetch a Growth Audit's three reports (Executive Summary, Diagnosis, Action Plan) as Markdown.1 finding
Why it is in this group
- The name "get_growth_audit" says "get": a word for reading.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Fetch a Growth Audit's three reports (Executive Summary, Diagnosis, Action Plan) as Markdown. Args: job_id: ID from run_growth_audit() (starts with 'ga-') Returns: {status, reports: {executive_summary, diagnosis_report, action_plan}} while running, only {status, progress} is returned.
get_reportFetch the full competitor analysis report as structured JSON.1 finding
Why it is in this group
- The name "get_report" says "get": a word for reading.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Fetch the full competitor analysis report as structured JSON. Reports contain: website snapshot, Wayback Machine history, SEO/traffic data (DataForSEO), social media presence, Product Hunt launches, GitHub stats, pricing, funding, AI-generated business insights, growth playbooks, and more. Args: job_id: ID from analyze_competitor(); status must be 'completed' Returns: The full report dict (nested structure), or {error} if not found / not ready.
get_report_markdownFetch the competitor analysis report as human-readable Markdown.1 finding
Why it is in this group
- The name "get_report_markdown" says "get": a word for reading.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Fetch the competitor analysis report as human-readable Markdown. Suitable for piping into agents that prefer text over structured JSON, or for direct display to end users. Args: job_id: ID from analyze_competitor(); status must be 'completed' Returns: {markdown: str} or {error: str}
get_report_statusPoll an analysis job's status.1 finding
Why it is in this group
- The name "get_report_status" says "get": a word for reading.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
Poll an analysis job's status. Args: job_id: ID returned from analyze_competitor() Returns: {status: 'running'|'completed'|'failed', progress?: str, report_url?: str}
list_my_reportsList your recent competitor analysis reports (up to 50).1 finding
Why it is in this group
- The name "list_my_reports" says "list": a word for reading.
Findings
- Info
  The input schema at properties.context.description mentions "credentials".
  Matched text
  inputSchema.properties.context.description: "...es, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities..."
  What this check looks for
Description, as the server wrote it
List your recent competitor analysis reports (up to 50). Requires authentication. Returns a lightweight list (id, url, product_name, created_at, status) — use get_report(job_id) to fetch the full report for any of them. Returns: {reports: [{id, url, product_name, created_at, status}, ...]}

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 private-data.

Reads private data0: Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write2: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.; analyze_competitor
browse_public_reports
Can send data out2: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.; analyze_competitor
run_growth_audit

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, 14:52 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: 2
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 2 tools that change things (2 write). Whether a call also works without credentials was not tested: tools are never called.
Matched text
https://www.analook.com/mcp/: tools/list returned 8 tools to an anonymous client, including analyze_competitor (write), run_growth_audit (write)
What this check looks for

Install

Pinned to version 1.0.2. Values in angle brackets are yours to fill in.

claude mcp add --transport http analook https://www.analook.com/mcp/

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__analook__get_report_status",
      "mcp__analook__get_report",
      "mcp__analook__get_report_markdown",
      "mcp__analook__list_my_reports",
      "mcp__analook__get_growth_audit",
      "mcp__analook__browse_public_reports"
    ],
    "ask": [
      "mcp__analook__analyze_competitor",
      "mcp__analook__run_growth_audit"
    ],
    "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 analook. Review it before you use it.

Capability tags behind 3 rules

mcp__analook__analyze_competitor untrusted-input, outbound
mcp__analook__run_growth_audit outbound
mcp__analook__browse_public_reports 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/io.github.Gingiris-1031/analook/changes.xml

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

Anlyon alternative

2 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 →

Compare with other servers for the same product.

Source: MCP Registry · repository. Synced Oct 21, 2026, 18:16 UTC.

For agents: Markdown · JSON · report this listing