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@PROWL-AI

PROWL AI

MCP that turns any AI agent into a research analyst

PROWL

The MCP that turns any AI agent into a research analyst.

One endpoint. 408 market- & competitive-intelligence tools. Decisions, not dashboards.

Live MCP Tools Providers CLI


Competitors already ran the experiments. They paid for the knowledge. Prowl extracts the outcome.

Connect any agent — Cursor, Claude Code, Codex, or your own stack — to https://prowl.chat/mcp and it stops guessing. It gains SEO & backlinks from two independent indexes, 60+ SERP engines, ad-library intelligence, funnels, reviews, pricing, and AI/LLM mention tracking across ChatGPT / Claude / Gemini / Perplexity.

Prowl doesn't hand your agent a pile of APIs. It plans a research DAG, executes it at zero LLM cost, verifies every claim adversarially, and composes a ready-to-execute strategy report — replacing 10–30 hours of manual research and spreadsheet work.

Start hunting

  1. Get a prowl_… API key at prowl.chatMCP Home → API keys. $5 starter credit, no card.

  2. Point your MCP client at https://prowl.chat/mcp (Streamable HTTP):

    {
      "mcpServers": {
        "prowl": {
          "url": "https://prowl.chat/mcp",
          "headers": { "Authorization": "Bearer prowl_YOUR_KEY" }
        }
      }
    }
  3. Call prowl_list_tools / prowl_search_tools (free), or run prowl_analyze for a full hunt.

Fastest path — install the plugin. Hand your coding agent the skill and it wires up the client config + token file itself:

claude plugin marketplace add https://github.com/PROWL-AI/prowl-skill
claude plugin install prowl@prowl

Prefer a terminal? npm install -g @prowl-ai/cliprowl analyze "competitors of stripe.com".

The arsenal — 408 tools, 15 providers

Provider Tools What it buys you
DataForSEO 149 Backlinks, keywords, trends, clickstream, on-page, SERP, GMB & reviews, app stores, AI/LLM mention tracking
SearchAPI 100 60+ search engines — Google, Bing, YouTube, Amazon, Maps, Jobs, Scholar, Play Store, Trends
SerpApi 57 Second independent SERP index — cross-checks and fills gaps
SpyFu 29 PPC & organic competitor history, ad spend, keyword overlap
Majestic 23 Backlinks as a second independent index — TrustFlow/CitationFlow, anchors, topics, new/lost velocity
Foreplay 12 Ad-library creative intelligence — what's actually running, and for how long
Firecrawl 9 Scrape, crawl, map — pages, funnels, review platforms, mobile app stores
Exa 5 Neural/semantic web search, similarity, research
Gemini 5 Site analysis, competitor extraction, keyword & review reports
LLM query 5 Direct OpenAI / Anthropic / Gemini / Grok / Perplexity queries
Perplexity 4 Live-cited web answers
Utility 4 Domain extraction, report persistence, cache control
SEO Growth 3 Proprietary on-page + AI-readiness auditor — semantic chunking, TL;DR, hreflang, cannibalization
crt.sh 2 Subdomain discovery via certificate transparency
Niche media 1 Composite niche/media discovery for domain-less product ideas

22 MCP tools front the whole catalog (20 logical + 2 legacy aliases) — prowl_analyze, prowl_call_tool, prowl_search_tools, prowl_tool_info, prowl_generate_artifact, prowl_export_report, async research sessions, and recurring schedules.

The pipeline

plan  →  execute DAG  →  extract claims  →  adversarial verify  →  gap-fill  →  compose report
         (zero LLM cost)                    (quorum kill-rule)                 (parallel sections)
  • Universal Research Engine — a typed evidence ledger with computed confidence. Claims are extracted, attacked, then refuted or confirmed; contradictions and refuted claims ship inside the report alongside an honest coverage disclosure. Numbers, not vibes.
  • Dynamic report shape — a blueprint agent composes sections per query from a 12-section catalog (market topology, positioning matrix, revenue mechanics, funnel intelligence, creative signal, market pulse, voice & vulnerability, SEO growth, market sizing, channel economics, growth signals, idea verdict) — or invents its own.
  • 8 playbooks — force a fixed, persona-tuned shape: geo-visibility-audit, competitor-teardown, content-engine, local-and-reputation, mobile-aso, amazon-marketplace, idea-validation, channel-economics-audit.
  • 3 tiersbasic / deep / max, each with a hard tool budget and provider-cost cap per run. You are never billed more than the reserved hold.
  • Exports — Markdown, PDF, PPTX, audio brief, video.

Repositories

Repo What
prowl-skill Installable Claude Code / Codex plugin — namespaced /prowl:* skill + hosted MCP config. Drop-in.
prowl-cli @prowl-ai/cli — command-line client for the Prowl MCP. Node 18+, MIT.
prowl-app Core engine — MCP server, multi-agent orchestrator, 408-tool registry, web app. Private.

Billing

Pay-as-you-go from a USD wallet. prowl_list_tools, prowl_search_tools, and prowl_tool_info are free; metered calls return a billing object with estimated and actual cost. Insufficient balance blocks a call before it runs — never mid-report.

prowl_… keys are billing-bearing. Treat them as secrets. Never commit one to a public repo.


Prowl briefs like a covert intelligence operator, not a SaaS dashboard.

Stop "researching" — start hunting.

Get API key

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  1. prowl-cli prowl-cli Public

    Prowl CLI — command-line client for the Prowl MCP: 408 market-intelligence tools (SEO, backlinks, ads, SERP, scraping, AI) on pay-as-you-go wallet billing. npm: @prowl-ai/cli

    JavaScript 2

  2. prowl-skill prowl-skill Public

    Install Prowl in one command — Claude Code / Codex plugin that connects any agent to the hosted Prowl MCP: 408 market-intelligence tools (SEO, backlinks, ads, SERP, scraping, AI).

Repositories

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