Skip to main content
Reechee monitors software review sites (G2, Capterra, and more) and turns them into pain points, buying signals, and sales opportunities. The developer platform opens that data to your own tools and AI agents. There are two ways in, built on one shared foundation:

Guest - no signup

Ask “what are people unhappy about with Zendesk?” from Claude, Cursor, Codex, or any MCP client. No key, no signup. Read-only and IP rate-limited.

Paid - Connected or API Key

Let your agent operate Reechee: read opportunities and full pain-point reports, manage your watchlist, and triage opportunities. Log in from your MCP client (Connected), or use a paid-team API key.

​
Two surfaces, one source of truth

The MCP server is a thin wrapper over the REST API, so both speak the same data.

REST API

Base URL https://app.reechee.io/api/v1. JSON over HTTPS with a consistent response envelope and cursor-free page pagination.

Hosted MCP

Endpoint https://mcp.reechee.io/mcp. Streamable HTTP - drop it into any MCP client. Guests see the 3 Guest tools; an API key unlocks the paid tools.

​
How access works

  • Guest calls need nothing. They return product search, a taste of any product’s pain points, and category competitors - each with a soft pointer to the full report on Reechee.
  • Connected calls come from an MCP client you logged in to with your Reechee account (OAuth), with no key to paste. The tools follow your team’s current plan.
  • API-key calls add the paid tools: full pain-point reports, opportunities, your watchlist, credit balance, and safe write actions (follow/unfollow, triage). Keys are issued to paid teams and managed in the app.

​
Next step

Quickstart

Connect the Guest MCP and make your first API call in under a minute.