# Analook — Competitor Intelligence

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

- name: io.github.Gingiris/analook
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 86/100
- quality: 73/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.Gingiris%2Fanalook
- tools: https://api.protogrid.dev/v1/servers/io.github.Gingiris%2Fanalook/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "analook": {
      "type": "http",
      "url": "https://www.analook.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 45
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% -stale-181d
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 73/100 (needs work)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_report_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_report_markdown (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); run_growth_audit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 4,164 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 8 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 8, about 4,164 tokens to load them all
- tool set hash: 5c8137ea1e2a77a1e1c452931a209cf3
- tools last changed: 2026-10-05T06:13:36.086Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.Gingiris/analook.svg)](https://protogrid.dev/servers/io.github.Gingiris/analook)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-05 `browse_public_reports` changed (inputSchema)
- 2026-10-05 `get_growth_audit` changed (inputSchema)
- 2026-10-05 `run_growth_audit` changed (inputSchema)
- 2026-10-05 `list_my_reports` changed (inputSchema)
- 2026-10-05 `get_report_markdown` changed (inputSchema)
- 2026-10-05 `get_report` changed (inputSchema)
- 2026-10-05 `get_report_status` changed (inputSchema)
- 2026-10-05 `analyze_competitor` changed (inputSchema)

Full history: https://api.protogrid.dev/v1/servers/io.github.Gingiris%2Fanalook/changes

## Remotes

- https://www.analook.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (8)

- `analyze_competitor`: 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
    
- `browse_public_reports`: 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_audit`: 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_report`: 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_markdown`: 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_status`: 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_reports`: 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}, ...]}
    
- `run_growth_audit`: 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'