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Reechee runs a hosted MCP server so any AI client - Claude, Cursor, Codex, ChatGPT - can pull software-review pain points and opportunities straight into a conversation or an agent.
It speaks Streamable HTTP, so there’s nothing to install - point your client at the URL. It’s a thin wrapper over the REST API, so the data matches exactly.

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Start as a guest - no key

Guest clients get three tools, no signup required. Ask a question like:
What are people unhappy about with Zendesk lately?
and the agent resolves the product and reads its pain points, answering from real review data with a pointer to the full report on Reechee.

Connect your client

Add the server to Claude, Cursor, or Codex - takes about a minute.

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Connected - log in with your account

Clients that support OAuth (like Claude) can log you in with your Reechee account instead of a key. Point them at:
New to Reechee? Create your account and finish setup first, then connect. Signing up in the middle of Connect leaves your client waiting, and you will need to click Connect again.
The client opens a browser, you log in and approve a short “Connect to Reechee” screen, and it’s connected - nothing to paste. The tools follow your team’s current plan: a free team stays on the 3-tool taste (now tied to your account), a paid team gets the full read + action set (twelve tools) - or all sixteen if you allow an optional credit budget on the consent screen. Without a budget a connected client can never spend your credits. See Connect Claude and the authentication guide.

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Go further with a key

Send a paid-team key as Authorization: Bearer rch_live_… and the same server exposes sixteen tools. get_pain_points returns the full report when keyed (every theme, quote, and trend), and you gain reads, safe write actions, and credit-spending tools: The point is chaining: “find new opportunities in my watchlist, unlock the best 3 buyers’ emails, and draft outreach,” or “follow the top 5 competitors of Salesforce.” The MCP tools accept page_size from 1 to 50 (the REST API allows up to 100). list_opportunities and get_opportunity return both review-sourced opportunities (software reviews on G2, Capterra, Trustpilot, TrustRadius, SourceForge) and social-sourced ones (LinkedIn and Reddit mentions) - each row’s source field says which. Social sources require a Scale plan or higher.
The four Credit tools spend Reechee credits, so they always run behind a spend budget (a safety guardrail against an agent burning your balance). API keys: set a spend cap when you create the key under Settings → API keys. It cannot be added later, and a key with no cap gets 403 spend_cap_required. OAuth Connect: allow an optional credit budget on the consent screen - a connection without one lists twelve tools and cannot spend.
See the Guest-vs-paid breakdown and the authentication guide to create a key.

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Next

Claude

Cursor

Codex