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Prowl — real-world market data for your agents

https://prowl.chat

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For agents: Real-world market data service for AI agents covering SERP, SEO, reviews and ads via MCP, with billing, scheduling and webhook documentation.

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46 reach 0 · trust 6 · quality 25 · freshness 15
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listed
llms.txt
https://prowl.chat/llms.txt
llms-full.txt
https://prowl.chat/llms-full.txt
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13
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40
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11368 bytes
Registered
2026-02-12
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Categories
AI agents and MCP · Data and analytics
For agents
Documentation: developer or product docs worth reading, nothing to call
Inferred actions
Read documentation Call an API Buy products Download data Search content About these labels
Audience
developers · agents can: read docs, call api, buy, download data, search content · en
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2026-10-25T14:27:03.310Z
Last checked
2026-10-25T14:27:03.816Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T14:27:03.316Z. Cached copy · Source on prowl.chat

# Prowl — real-world market data for your agents

> https://prowl.chat

## Overview

Prowl gives AI agents **real-world market data**. A model knows what the web said when it was trained; Prowl tells it what the market says today. Agents connect via **Model Context Protocol (MCP)** at `https://prowl.chat/mcp` and gain **444 market data tools** across 17 providers — search, ads, SEO, app stores, reviews, social, trends and finance — so they answer from **measured data, not guesses**, on **pay-as-you-go USD wallet billing**. One call answers one number; when one call is not enough, `prowl_analyze` writes a report whose deep and max runs cross-check claims against independent tools and disclose the ones they could not confirm.

People can skip the setup and ask **Prowl Agent**, the built-in agent at https://prowl.chat — it runs on the same tools and bills the same wallet. The web UI also holds the wallet, API keys and top-ups.

## MCP Quick Start

1. Sign up at https://prowl.chat/signup/ (log in: https://prowl.chat/login/)
2. Open **MCP Home** (https://prowl.chat/mcp-home) → generate an API key (`prowl_…`)
3. Configure your MCP client:

```json
{
  "mcpServers": {
    "prowl": {
      "url": "https://prowl.chat/mcp",
      "headers": { "Authorization": "Bearer prowl_YOUR_KEY" }
    }
  }
}
```

4. Call `prowl_list_tools` → `prowl_tool_info` → `prowl_call_tool` for direct tool access, or `prowl_analyze` for a checked report when one call is not enough.

**Fast path:** hand a coding agent the install skill and it wires up the client config + token file itself. Paste: *"Set up the Prowl MCP using the install skill at https://prowl.chat/mcp/install.md — my token is prowl_YOUR_KEY."* The landing page and MCP Home both have a "Copy agent install prompt" button. Installable plugin: https://github.com/PROWL-AI/prowl-skill

Full agent documentation: https://prowl.chat/mcp/skill.md
Agent install skill: https://prowl.chat/mcp/install.md

**OAuth instead of a key:** when a person is present to approve consent, the endpoint speaks
OAuth 2.1 — dynamic client registration (RFC 7591), PKCE S256, or a client-ID metadata document
instead of registering at all. Which credential applies to you, and every endpoint either one
needs: https://prowl.chat/auth.md

## Billing Model (USD wallet)

Two balance pools per account:

| Pool | Source | Expiry | Charged |
|------|--------|--------|---------|
| **Subscription** | Stripe plan (Exploit / Blackops / Syndicate) | Burns at period end | 1st |
| **Extra** | One-time top-up packs ($10 / $50 / $200) | Never expires | 2nd |

Every `prowl_call_tool` invocation debits wallet balance: **provider cost × a uniform markup**; a single call typically costs cents. Response JSON includes a `billing` object (`estimated_cost_usd`, `actual_cost_usd`, `debited`). Check balance via `GET /api/v1/wallet` (JWT) or MCP Home.

Public price catalog: `GET /api/v1/tools/pricing` (includes `estimated_billed_usd`)

Agent REST v1: `GET /api/v1/wallet`, `
…

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