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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:

Free - anonymous

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 - API key

Let your agent operate Reechee: read opportunities and full pain-point reports, manage your watchlist, and triage opportunities. Uses a paid-team API key.

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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. Anonymous clients see the free tools; an API key unlocks the paid tools.

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How access works

AI agents + clients (Claude, Cursor, Codex, ChatGPT, your code)
        │   two auth lanes
        │    • anonymous → read-only, IP rate-limited (free)
        │    • API key   → read + safe actions (paid team)
        ▼
MCP server  (mcp.reechee.io)  ──wraps──►  REST API  (app.reechee.io/api/v1)
                                                  ▼
                                          Reechee data
                              (pain points, opportunities, products, watchlist)
  • Anonymous calls need nothing. They return product search, a free taste of any product’s pain points, and category competitors - each with a soft pointer to the full report on Reechee.
  • 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.

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Next step

Quickstart

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