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Fluenta

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.
View RepositoryVisit Website

Score business ideas on six live market signals. Launch Readiness Score (LRS) for AI agents.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON â–¾
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for fluenta, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing Alternatives💻 More in Developer Tools

Documentation Overview

Fluenta MCP server

Remote MCP server that scores business ideas on six live market signals. Run an Idea X-Ray from Claude, Cursor or any MCP client and get a Launch Readiness Score (LRS) across demand, pain, competition, monetisation, timing and distribution, plus search over thousands of already-scored ideas.

  • Endpoint: https://fluenta.space/backend/api/v1/mcp (Streamable HTTP, JSON-RPC 2.0)
  • Docs: fluenta.space/docs/api-and-mcp
  • OpenAPI: openapi.json
  • Website: fluenta.space

This repository holds the registry manifest (server.json) and the integration notes. The server itself is hosted by Fluenta; there is nothing to install or run locally.

Tools

ToolWhat it does
fluenta_idea_x-ray_sandboxInstant preview of an idea's Launch Readiness Score (LRS). No credits, no writes. Use it as the default first look.
fluenta_idea_x-rayThe full X-Ray. Scores the idea on six live signals. Returns xray_submitted while queued and xray_result when complete.
fluenta_search_ideas, fluenta_get_idea, fluenta_compare_ideasSearch and compare the scored-ideas database.
fluenta_list_collections, fluenta_get_pipeline, fluenta_add_to_pipeline, fluenta_remove_from_pipelineManage your idea pipeline.
fluenta_list_analyses, fluenta_list_xray_runs, fluenta_download_reportHistory and reports.
fluenta_get_account, fluenta_get_usageAccount state and usage.

Authentication

Create an API key in your Fluenta account (Settings, API keys). Two scopes:

  • read: search ideas, read analyses, list collections, read pipeline and usage.
  • read_write: everything in read, plus submit X-Ray analyses and add or remove pipeline bookmarks.

Send the key as Authorization: Bearer YOUR_FLUENTA_API_KEY.

Claude Desktop

Add to claude_desktop_config.json and restart Claude:

config.json
{
  "mcpServers": {
    "fluenta": {
      "type": "http",
      "url": "https://fluenta.space/backend/api/v1/mcp",
      "headers": { "Authorization": "Bearer YOUR_FLUENTA_API_KEY" }
    }
  }
}

Config location: ~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows.

Cursor

Same JSON in ~/.cursor/mcp.json, or use the one-click install button on the docs page.

Claude Code

Terminal
claude mcp add --transport http fluenta https://fluenta.space/backend/api/v1/mcp --header "Authorization: Bearer YOUR_FLUENTA_API_KEY"

Example prompts

  • "Run a sandbox X-Ray on: a subscription service for restaurant menu translation."
  • "Search Fluenta for scored ideas about AI bookkeeping and compare the top three."
  • "Add the best result to my pipeline."

Errors and limits

Standard HTTP codes. 401 is a bad or revoked key, 402 is out of credits or key limit exceeded, 403 is the wrong scope for the action, 429 is rate limited (respect Retry-After). The response envelope on failure is { "success": false, "error": { ... } }.

Registry

Published to the official MCP Registry as io.github.Fluenta-Team/fluenta from the server.json in this repository.

Licence

MIT for the contents of this repository. Use of the hosted service is governed by the Fluenta Terms of Service.

Read the full README →View source on GitHub →

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Reviews

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Frequently Asked Questions about Fluenta

We don't have a confirmed install command for fluenta yet, so we don't publish a generated one — a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/Fluenta-Team/fluenta-mcp) for the current steps.

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Technical Specs & Signals

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Last updatedSep 28, 2026
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27Quality signal: Emerging · 27/100How this signal is calculated ▾
Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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