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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 free - no key

Anonymous 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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Connect with your account - no key

Clients that support OAuth (like Claude) can log you in with your Reechee account instead of a key. Point them at:
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.” 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 - 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 free-vs-paid breakdown and the authentication guide to create a key.

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Next

Claude

Cursor

Codex