Fluenta

io.github.Fluenta-TeamPublished by GitHub account Fluenta-Teamv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Fluenta is a hosted MCP server that scores business ideas on six live market signals and returns a Launch Readiness Score, with search over already-scored…

What you can do
  • Preview an idea's Launch Readiness Score with a free sandbox X-Ray that uses no credits and writes nothing
  • Run a full X-Ray that scores an idea on demand, pain, competition, monetisation, timing and distribution, returning a queued status then a result
  • Search, read and compare ideas in the scored-ideas database
  • List collections and view, add to or remove items from your idea pipeline
  • Review analysis and X-Ray run history and download reports
  • Check account state and usage
When to use it
Useful when you want an assistant to vet a startup or product idea against market signals, compare it with ideas already scored, and keep a shortlist in a pipeline, all from inside an MCP client such as Claude or Cursor.
Requirements
A remote Streamable HTTP endpoint hosted by Fluenta; nothing to install locally. Requires a Fluenta account and an API key created under Settings, API keys, sent as an Authorization Bearer header. The key needs the read scope, or read_write to submit X-Rays and change the pipeline. Network access to the Fluenta service.
Before you install
The API key is a secret sent in the Authorization header; keep it out of shared configs and revoke it if exposed. Full X-Rays consume credits, and running out returns HTTP 402. The read_write scope lets the assistant submit analyses and add or remove pipeline bookmarks, which changes your account data. Ideas you submit are sent to Fluenta's hosted service.

Installation

In SourceWeft

  1. Open Fluenta in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.Fluenta-Team%2Ffluenta/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "fluenta": {
      "type": "http",
      "url": "https://fluenta.space/backend/api/v1/mcp"
    }
  }
}

README

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.

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:

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

bash
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.

Source: README.md at commit 983eff6

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts