Quickstart

The free tier is anonymous - no signup, no key. Pick whichever path fits your tool.

From an AI client (MCP)

The MCP endpoint is https://mcp.reechee.io/mcp (streamable HTTP).

Add the server

Claude Code

claude mcp add --transport http reechee https://mcp.reechee.io/mcp

Cursor - add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "reechee": { "url": "https://mcp.reechee.io/mcp" }
  }
}

Other clients (Claude Desktop, ChatGPT, Codex) point at the same URL - the per-client steps live in the MCP quickstarts.

Ask a question

What are people unhappy about with Zendesk lately?

The agent calls search_products, then get_pain_points, and answers from real review data - with a pointer to the full report on Reechee.

From the REST API

No key needed for the free reads. First resolve a product name to an id:

curl "https://app.reechee.io/api/v1/products?query=slack"

{
  "success": true,
  "data": [
    {
      "id": "4fddd655-30b8-420b-a506-a7a4a47e0a65",
      "name": "Slack",
      "by": "Slack",
      "categories": ["Business Instant Messaging", "Team Collaboration"]
    }
  ],
  "meta": { "pagination": { "page": 1, "page_size": 20, "has_more": true } }
}

Then read that product’s free pain-points taste - the top themes, a couple of quotes, and a pointer to the full report:

curl "https://app.reechee.io/api/v1/products/4fddd655-30b8-420b-a506-a7a4a47e0a65/pain-points"

{
  "success": true,
  "data": {
    "summary": "Across 301 Slack reviews (91 recent)…",
    "themes": [
      {
        "category_name": "Notification Overload & Poor Message Prioritization",
        "trend": "trending",
        "total_mentions": 29,
        "quotes": [{ "quote_text": "it can become incredibly noisy…" }]
      }
    ],
    "total_themes": 12
  },
  "meta": {
    "upsell": "Get the full pain-points report, with every theme, quote, and trend, at https://reechee.io"
  }
}

Unlock the paid tools

Paid teams get an API key for opportunities, full pain-point reports, watchlist, credit balance, and safe write actions (follow/unfollow, triage).

Create a key

In the app, open Settings → API keys and create one. Copy it once - it looks like rch_live_… and is shown only at creation.

Send it as a bearer token

curl "https://app.reechee.io/api/v1/opportunities" \
  -H "Authorization: Bearer rch_live_your_key_here"

The same key, sent as Authorization: Bearer … to the MCP server, switches the MCP from 3 free tools to the full paid tool set.

Get your API key

Settings → API keys (paid teams: Starter and up).

Get started

MCP

Guides

From an AI client (MCP)

From the REST API

Unlock the paid tools

Get your API key

​From an AI client (MCP)

​From the REST API

​Unlock the paid tools

Get your API key

From an AI client (MCP)

From the REST API

Unlock the paid tools