Analook — Competitor Intelligence
mcp remote · streamable-http · v1.0.0 · source: crawl
https://www.analook.com/mcp
https://github.com/Gingiris/Competitor-analysis-tool
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.
Works
75
Verified Oct 31, 2026 · p50 1932 ms · p95 2051 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'Analook' |
| tools_listed | 15 | pass | 8 tools |
| schema_complete | 15 | fail | 5 of 8 tools have a description and a typed schema |
| latency_p50 | 10 | fail | p50 1932 ms |
| latency_p95 | 5 | pass | p95 2051 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (8)
| Name | Description | Schema |
|---|---|---|
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. | incomplete |
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} | typed |
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 la | typed |
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: | typed |
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 | typed |
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 | incomplete |
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: {statu | typed |
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 — | incomplete |
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