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Promptibus MCP

by promptibusversion 0.9.0i★ –iRuns on your computer
Registry namecom.promptibus/mcp

Install

Overview

Description from the maker (original English)

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Other
  • You need to fill in: PROMPTIBUS_API_KEY

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • You fill in yourself: PROMPTIBUS_API_KEY, PROMPTIBUS_API_URL

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "promptibus": {
      "command": "npx",
      "args": [
        "-y",
        "@promptibus/mcp"
      ],
      "env": {
        "PROMPTIBUS_API_KEY": "your-value",
        "PROMPTIBUS_API_URL": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add promptibus --env PROMPTIBUS_API_KEY=your-value --env PROMPTIBUS_API_URL=your-value -- npx -y @promptibus/mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "promptibus": {
      "command": "npx",
      "args": [
        "-y",
        "@promptibus/mcp"
      ],
      "env": {
        "PROMPTIBUS_API_KEY": "your-value",
        "PROMPTIBUS_API_URL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "promptibus": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@promptibus/mcp"
      ],
      "env": {
        "PROMPTIBUS_API_KEY": "your-value",
        "PROMPTIBUS_API_URL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • PROMPTIBUS_API_KEY secret env
    Optional API key for higher rate limits and expanded model coverage. Works anonymously without one.
  • PROMPTIBUS_API_URL env
    Override API base URL. Defaults to https://promptibus.com. Useful for testing.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain promptibus.com (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

  • More stars than 0% of the other 32715 servers in this category
  • Published to the registry more recently than 9% of the other 32715 servers in this category
  • Basic checks equal to or better than 100% of the other 32715 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Promptibus MCP safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: PROMPTIBUS_API_KEY

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.9.0) reached the registry 6 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, First Sale Scout

Alternatives

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Runs on your computer★ 440MITUpdated 14 months ago
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Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 2 days ago
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First Sale Scout

by firstsale.pro

Playbooks and a 14-day checklist for founders winning their first paying customers.

Runs in the cloudUpdated today
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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

@promptibus/mcp — model intelligence for AI agents

Your agent thinks Midjourney still uses --v 5. It doesn't — that flag was dropped at v7.

It assumes DALL-E 3 and FLUX Schnell cost the same. They differ by ~50×.

It confidently writes [Verse] tags for Suno. They were removed in v4.

This MCP server fixes that. Real syntax, real prices, real recommendations for 67+ generative AI models — over the Model Context Protocol.


Works with: Claude Desktop · Claude Code · Cursor · Windsurf · Zed · Continue.dev · n8n · any stdio MCP client Domains: image · video · audio · text · code Cost to start: $0, no account, no API key

See it in action

Your agent receives a brief — *"30-second cinematic video of a thunderstorm at sea."* — and instead of guessing, calls a tool.

recommend_model({ task: "30s cinematic video, thunderstorm at sea", domain: "VIDEO" })
Top 3 models for: "30s cinematic video, thunderstorm at sea"
  1. Runway Gen-4 (Runway) Domain: VIDEO | Cost: 1 credit | Version: latest Improved temporal consistency, camera control, up to 20-second coherent clips. Source: https://promptibus.com/models/runway-gen-4
  1. Sora (OpenAI) Domain: VIDEO | Cost: 1 credit | Version: latest Cinematic-quality clips from text prompts. Source: https://promptibus.com/models/sora
  1. Veo 2 (Google) Domain: VIDEO | Cost: 1 credit | Version: latest High-fidelity clips with cinematic camera control. Source: https://promptibus.com/models/veo-2

The agent picks one, formats the prompt with optimize_prompt, lints the result with lint_prompt, checks get_pricing for the volume budget — all before a single token of generation cost is spent.

Why use this

  • Stops hallucination. Your agent answers from a curated DB of 67+ models, not from training data that's 6 months stale.
  • Real money, real choices. get_pricing({ model: "dall-e-3", volume: 100 }) returns actual USD cost plus cheaper alternatives — agents can finally optimize for budget, not just "vibes."
  • Right model for the job. recommend_model ranks across all five domains (image / video / audio / text / code) with reasoning, not guessing.
  • Lint before you generate. lint_prompt catches deprecated flags, invalid parameters, and length violations *before* you burn credits.
  • Zero friction. Works anonymously without an account. npx -y @promptibus/mcp — that's the install.

Install in 30 seconds

Option A — Smithery (recommended):

Visit smithery.ai/server/@promptibus/mcp, pick your client, click install.

Option B — drop into your client's MCP config:

{

"mcpServers": { "promptibus": { "command": "npx", "args": ["-y", "@promptibus/mcp"] } } }

Option C — hosted HTTP endpoint (no install at all):

For clients that support HTTP transport:

{

"mcpServers": { "promptibus": { "url": "https://promptibus.com/api/mcp" } } }

Per-client paths are listed under Client configs below.

Tools

Every tool is available on every tier — including anonymous. Tiering applies to daily request limits and which models you can query against (free-tier covers 10 popular models; Pro/Studio unlocks all 67+).

ToolWhat it doesExample
recommend_modelTop 3 models for a task, with reasoning + cost.{ task: "logo with embedded text", domain: "IMAGE" }
optimize_promptReformats a prompt for a specific model — applies model-specific syntax + community-tested wording.{ text: "a cat in space", model: "midjourney-v7" }
lint_promptFinds deprecated flags, invalid parameters, length violations. Suggests fixes.{ prompt: "a cat --ar 16:9", model: "flux-2-pro" }
compare_modelsSide-by-side: provider, domain, cost, capabilities. 2–5 models.{ models: ["flux-2-pro","midjourney-v7"], criteria: "photorealism" }
get_parametersRecommended parameters: defaults, ranges, community configs.{ model: "stable-diffusion-3-5", task_type: "portrait" }
get_model_profileFull profile: capabilities, syntax guide, parameters, community tips, related prompts.{ model: "suno-v4" }
get_pricingReal USD pricing for a model / domain / planned volume. Includes cheaper alternatives.{ model: "dall-e-3", volume: 100 }

Use cases

"Which video model gives me the longest single shot under $10?" → get_pricing({ domain: "VIDEO", volume: 60 }) returns a sorted matrix; agent picks the cheapest that meets duration.

"Convert this DALL-E prompt to Midjourney v7 syntax." → optimize_prompt({ text: "...", model: "midjourney-v7" }) reformats — proper aspect-ratio flag, no --v, model-specific suffixes applied.

"Will this Suno prompt work with v4?" → lint_prompt({ prompt: "[Verse] ...", model: "suno-v4" }) flags [Verse] as deprecated and proposes the v4 structure.

"I need to generate 1000 images at the cheapest viable quality." → recommend_model filters by domain + budget; get_pricing validates total cost; agent ships under budget.

Resources

Browsable model profiles as MCP resources:

promptibus://models/{slug}

Each resource returns a Markdown profile (provider, domain, version, pricing, full guide). Useful for agents that want to surface model info as a sidebar.

Prompts

The system-prompt MCP prompt exposes curated system prompts from the Promptibus community.

system-prompt                                         # lists all available

system-prompt { "slug": "midjourney-prompt-architect" } # returns full text

Plans & rate limits

Anonymous users get full tool access — no account needed. Limits + model coverage scale with plan.

PlanDaily requestsModel coverage
Anonymous (no key)2510 free-tier models
Free (with key)10010 free-tier models
Pro500All 67+ models
Studio2,000All 67+ models

Limits reset daily at midnight UTC. Plans + signup at promptibus.com/pricing.

Authentication

Set PROMPTIBUS_API_KEY in your client config:

{

"mcpServers": { "promptibus": { "command": "npx", "args": ["-y", "@promptibus/mcp"], "env": { "PROMPTIBUS_API_KEY": "psy_your_api_key_here" } } } }

VariableRequiredPurpose
PROMPTIBUS_API_KEYNoHigher rate limits, full model coverage. Get one at promptibus.com/settings/api-keys.
PROMPTIBUS_API_URLNoOverride the API base (default https://promptibus.com). For self-hosted Promptibus or staging.

FAQ

Does this generate images, video, or audio? No. It tells your agent *how* to use whatever generation API the agent already has access to. Think of it as a prompt engineering co-pilot, not a router.

Do I need an account to start? No. Anonymous mode works out of the box (25 req/day, free-tier models). API key raises limits and unlocks all 67+ models.

Are my prompts logged? Tool requests transit promptibus.com over HTTPS. We don't persist prompt bodies. API keys are SHA-256 hashed server-side; the raw key never lands in logs.

How fresh is the model data? Community-curated. New models typically appear within days of release; pricing is reviewed monthly. The data lives in a Postgres-backed catalogue at promptibus.com/models.

Does it work offline? The MCP server runs locally; the catalogue lives at promptibus.com. So: agent ↔ MCP server is local stdio, MCP server ↔ Promptibus is HTTPS. No internet, no answers.

Can I self-host the catalogue? Yes. The Promptibus app is open-source — clone promptibus/promptibus, point PROMPTIBUS_API_URL at your deployment.

Is there an HTTP transport instead of stdio? Yes — point your client at https://promptibus.com/api/mcp. Useful for sandboxed environments, browser-based MCP clients, and CI.

Caching

The client caches responses for tools whose output rarely changes (get_model_profile, get_parameters, compare_models, get_pricing). TTL: 24 h, in-memory per process. Cache is bypassed for tools whose output is input-dependent (recommend_model, optimize_prompt, lint_prompt).

Privacy

  • HTTPS to promptibus.com; no third-party trackers in the request path
  • API keys hashed server-side (SHA-256)
  • Anonymous usage rate-limited by IP
  • No client-side database, no local state beyond a single HTTP client

Client configs

The same npx -y @promptibus/mcp command works for every stdio client. Only the config file location and JSON shape differ.

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{

"mcpServers": { "promptibus": { "command": "npx", "args": ["-y", "@promptibus/mcp"] } } }

</details>

Claude Code

claude mcp add promptibus -- npx -y @promptibus/mcp

Cursor

.cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

{

"mcpServers": { "promptibus": { "command": "npx", "args": ["-y", "@promptibus/mcp"] } } }

</details>

Windsurf

~/.codeium/windsurf/mcp_config.json:

{

"mcpServers": { "promptibus": { "command": "npx", "args": ["-y", "@promptibus/mcp"] } } }

</details>

Zed

settings.json:

{

"context_servers": { "promptibus": { "command": { "path": "npx", "args": ["-y", "@promptibus/mcp"] } } } }

</details>

Continue.dev

~/.continue/config.json, under experimental.modelContextProtocolServers:

{

"transport": { "type": "stdio", "command": "npx", "args": ["-y", "@promptibus/mcp"] } }

</details>

n8n

In the MCP Client node, set transport to stdio:

Command:   npx

Arguments: -y @promptibus/mcp

</details>

Supported models

67+ models across 5 domains. Highlights:

  • IMAGE — Midjourney v7 / v6.1 · FLUX 2 Pro / 1.1 Pro · Stable Diffusion 3.5 · DALL-E 3 · GPT Image 1 · Ideogram 3 · Recraft V4 Pro · Imagen 4 Ultra · Leonardo Phoenix
  • VIDEO — Sora · Runway Gen-3 / Gen-4 · Kling 2.5 · Pika 3 · Luma Dream Machine · Hailuo · Seedance 2 · Veo 2 · LTX 2.3 · Helios
  • AUDIO — Suno v4 / v5 · Udio 2 · ElevenLabs · Hume AI · Stable Audio 2 · MusicGen · ACE-Step
  • TEXT — GPT-5 / 5.4 · Claude 4 Opus / Sonnet · Claude Sonnet 4.6 · Gemini 3.1 Pro / 2.5 Pro · DeepSeek R2 · Llama 4 Maverick · Grok 3
  • CODE — Claude Code · Cursor · Windsurf · Codex CLI · Devin · Augment Code · Aider · Copilot · DeepSeek V3 · Nemotron 3 Super

Full catalogue: [promptibus.com/models](ht

Only the beginning is shown; read the rest in the repo

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