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Fluenta MCP

Remote MCP server (Streamable HTTP, API key) - Fluenta scores business ideas against six live market signals and returns a Launch Readiness Score (LRS), so an agent can answer "should we build this" with market data instead of guesswork. Built by Fluenta Tech LLC and hosted at fluenta.space - verified and featured on mcp.so.

Server type: Remote (Streamable HTTP)
Auth: Bearer API key (read / read_write scopes)
Endpoint: https://fluenta.space/backend/api/v1/mcp
Tools: 14 (idea X-Ray, scored-ideas search, pipeline bookmarks, account and usage)
Pricing: Free tier with 2,000 credits (one full X-Ray plus unlimited reads); Premier plan for more
Category: Data & Analytics
Built by: Fluenta Tech LLC (fluenta.space)

Why This Matters for Operators

Operators pick what to build next from gut feel, then discover the real demand, pain and competition only after months of committed roadmap time. Fluenta MCP puts a Launch Readiness Score in front of every idea before any commitment - the agent scores the idea across six live market signals (demand, pain, competition, monetisation, timing and distribution) and hands back a single verdict with the evidence behind it.

The free sandbox X-Ray makes screening cheap: no credits, no writes, instant preview, so an agent can sweep a dozen candidate ideas and keep only the ones that clear the bar before spending a 2,000-credit full X-Ray on the survivor. The scored-ideas database then benchmarks the operator's idea against thousands of prior evaluations - the closest thing to a market-research cohort study an operator can run from chat.

Tools & Capabilities

The mcp.so listing shows no extracted tool list; the 14 tool names below come from the vendor's documentation (fluenta.space/docs/api-and-mcp) and the live list is served from the endpoint.

Tool Purpose
fluenta_idea_x-ray_sandbox Free instant LRS preview - no credits, no writes; the default first look
fluenta_idea_x-ray Full X-Ray (2,000 credits, read_write key); returns xray_submitted while queued, xray_result when complete
fluenta_search_ideas Search the scored-ideas database
fluenta_get_idea Fetch one scored idea in full
fluenta_compare_ideas Compare scored ideas side by side
fluenta_list_collections List idea collections
fluenta_get_pipeline Read the operator's idea pipeline
fluenta_add_to_pipeline Bookmark an idea to the pipeline
fluenta_remove_from_pipeline Remove a pipeline bookmark
fluenta_list_analyses List past analyses
fluenta_list_xray_runs List X-Ray runs
fluenta_download_report Download a report
fluenta_get_account Read account state
fluenta_get_usage Read credit usage

Installation

claude mcp add fluenta --transport http https://fluenta.space/backend/api/v1/mcp

Attach the Fluenta API key as a bearer Authorization header (mint it in the Fluenta app under Settings, API keys). Claude Desktop, Claude Code, Cursor and ChatGPT apps all work; Cursor offers a one-click install from the docs page.

Configuration

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

Keys are tied to the account's Premier plan and never expire until revoked. Two scopes: read covers search, analyses, collections, pipeline reads and usage; read_write adds X-Ray submissions and pipeline bookmarks - pick the smallest scope the integration needs. Standard error semantics: 401 bad or revoked key, 402 out of credits, 403 wrong scope, 429 rate limited with a Retry-After header (use exponential backoff). The OpenAPI document at fluenta.space/backend/api/v1/ext/openapi.json is public and needs no key.

Business Relevance

  • Founders and indie builders - screen every idea with the free sandbox X-Ray before spending credits; the six-signal LRS replaces gut feel with dated market evidence.
  • Operators evaluating adjacent products - validate a new product line or service against demand, pain, competition, monetisation, timing and distribution before committing roadmap time.
  • AI-native teams - the whole loop (screen, X-Ray, compare, bookmark) runs in chat, and the pipeline keeps a durable shortlist of surviving ideas.
  • Market researchers - the scored-ideas database is a benchmark set of thousands of prior evaluations to compare any new idea against.

Integration with CorpusIQ

Fluenta's six signals are external market evidence; CorpusIQ's GA4, Shopify and Stripe connectors bring the operator's own revenue reality into the same conversation. The composed workflow: the agent runs free sandbox X-Rays over a shortlist, then for the survivors the operator cross-checks Fluenta's demand and monetisation signals against CorpusIQ's real numbers - what products actually convert, what margins actually hold - before greenlighting the 2,000-credit full X-Ray on the finalist.

When the validated idea graduates into a live product, CorpusIQ closes the loop: GA4 dashboards measure whether the launch matched the readiness score, and Stripe revenue data feeds the next round of idea screening with real unit economics instead of assumptions.

Limitations

  • Brand new - listed on mcp.so September 8, 2026 with no public repo; no track record yet.
  • API key required for everything; the endpoint 401s without one (probe-verified).
  • The full X-Ray costs 2,000 credits - the free tier covers exactly one run plus reads; pricing beyond the free tier sits on the Premier plan (details on fluenta.space).
  • Per-key rate limits with RPS thresholds not yet published; high-volume use needs an email to the vendor.
  • Hosted only - no self-host option.
  • The mcp.so listing shows no extracted tool list; tool names above are from vendor documentation.

See Also

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