MCP Server vs Prompt To Asset

A side-by-side look at the MCP Server and Prompt To Asset MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP Server logoMCP ServerMultimedia Process · Local subprocess (stdio)Run any model on the live WaveSpeed catalog: image, video, audio, 3D.67GreatAuth: api key requiredPrompt To Asset logoPrompt To AssetMultimedia Process · Local subprocess (stdio)Generates app icons, favicons, OG images, logos, and wordmarks. Routes each request across 30+ image models. Runs without an API key via Cloudflare Workers AI, NVIDIA NIM, HuggingFace, or Stable Horde. Three modes: inline SVG, external prompt-only, or full API. Validates contrast, OCR text accuracy, and palette before returning.68GreatAuth: no auth required

Verdict: choose MCP Server for multimedia process work as a local process; choose Prompt To Asset for multimedia process as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

MCP Server logoChoose MCP Server when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: WAVESPEED_API_KEY.
  • You want tools like list_models, get_model_schema, run_model.
Explore MCP Server

Prompt To Asset logoChoose Prompt To Asset when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like asset_capabilities, asset_enhance_prompt, asset_generate_logo.
Explore Prompt To Asset

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP Server logoMCP ServerPrompt To Asset logoPrompt To Asset
CategoryMultimedia ProcessMultimedia Process
Quality signal67/100 · Great68/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthAPI key requiredNo auth required
PricingBYOK (pay the provider)Free
Required env varsWAVESPEED_API_KEYNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars3424
Directory activity 1 views 0 installs 0 upvotes 6 views 2 installs 0 upvotes
Tools1124

Tools & capabilities

MCP Server tools 11

  • list_modelsSearch the live WaveSpeed model catalog (image, video, audio, 3D). Returns model IDs usable with run_model. Do not invent model IDs — always pick one returned by this tool.
  • get_model_schemaGet a model's real input schema (required fields, properties, defaults). Call this before run_model so inputs match what the model actually accepts.
  • run_modelRun any WaveSpeed model. input keys come from get_model_schema; unknown keys are rejected before submission. Local files: pass "@./path" string values — they are uploaded and replaced with hosted URLs (bare paths are NOT uploaded). Returns the prediction id right away (done=false); call get_prediction with that id and wait_seconds until done=true to get the output URLs. The task keeps running on the server. Pass wait_seconds here to wait for a quick model in the same call.
  • get_priceEstimate the cost of a run before executing it (no charge). Provide the same input you would pass to run_model — pricing often depends on inputs like duration or resolution, and a quote made without them can be lower than the real charge.
  • get_balanceShow the WaveSpeed account credit balance, with the link to top up.
  • list_predictionsList past predictions (run history), newest window first. Defaults to the last 24 hours; pass since/until (ISO or YYYY-MM-DD) for other ranges. Use get_prediction with an id for one task in full.
  • list_billingsList itemized charges and refunds (billing records). Requires an API key with Billing access.
  • get_usageUsage statistics: spend, request counts, daily series and per-model breakdown. Defaults to the last 7 days. Requires an API key with Billing access.
  • delete_predictionsDelete finished predictions from this account's run history, up to 100 at a time. They stop appearing in list_predictions and get_prediction, and this tool cannot bring them back. Runs that are still going are left alone, and only the key's own organization's records are deleted. Ask the user first, and pass confirm: true only after they agreed to delete these ids.
  • upload_fileUpload a local file to WaveSpeed and get its hosted URL (identical bytes reuse the same upload for 24h). Usually unnecessary — run_model handles "@./path" inputs itself.
  • get_predictionFetch the status and outputs of a past or in-flight prediction by id — use to pick up a run that returned done=false. Pass wait_seconds to keep waiting for it to finish.

Prompt To Asset tools 24

  • asset_capabilitiesReport which of the three execution modes this server can run RIGHT NOW given the current env: inline_svg (zero key — hosting LLM authors the SVG), external_prompt_only (zero key — paste prompt into Ideogram/Nano Banana/Midjourney/Recraft/Flux UIs, then asset_ingest_external), api (requires provider key). Read-only; no network. Call before offering the user options.
  • asset_enhance_promptClassify an asset brief, route to the right model, rewrite the prompt in that model's dialect, and report which execution modes are available (inline_svg / external_prompt_only / api). Returns an AssetSpec JSON including modes_available, optional svg_brief (for inline_svg), optional paste_targets (for external_prompt_only), and — when the brief leaves a material ambiguity — a `clarifying_questions[]` array the host LLM should surface via AskUserQuestion (or the equivalent) BEFORE calling a generator. Each entry has {id, header, question, options[], required, why}. Read-only; idempotent; no network.
  • asset_generate_logoGenerate a logo. Three modes: inline_svg (Claude emits SVG — zero key), external_prompt_only (returns prompt + paste targets — zero key), api (server runs the provider pipeline — requires key). Omit mode to auto-select. Returns an AssetBundle / InlineSvgPlan / ExternalPromptPlan discriminated by the mode field.
  • asset_generate_app_iconGenerate an app icon (iOS AppIconSet, Android adaptive, PWA maskable, visionOS 1024² master + placeholder parallax layers). Three modes (inline_svg / external_prompt_only / api). In non-api modes only the master mark is produced; call asset_ingest_external afterwards to run the platform fan-out. Set ios_18_appearances=true to also emit dark and tinted 1024² variants for iOS 18 tintable icons.
  • asset_generate_faviconGenerate a favicon bundle (favicon-{16,32,48}.png + icon.svg + icon-dark.svg + apple-touch + PWA 192/512/512-maskable + <link> snippet). Three modes — inline_svg is the best fit for simple glyph marks (legible at 16×16).
  • asset_generate_og_imageRender a 1200×630 OG image via Satori template (deterministic typography, no diffusion). Default mode=api renders server-side without any API key. external_prompt_only is only meaningful when with_background_image is set. inline_svg is not supported (web-font loading + precise text layout beyond LLM reach).
  • asset_generate_illustrationGenerate one or more brand-locked illustrations. Two modes (external_prompt_only / api); inline_svg is not supported — path budget too small for a composed scene. Injects brand bundle (palette, style_refs, LoRA, style_id) where supported.
  • asset_generate_splash_screenGenerate a cross-platform splash-screen bundle from a brand mark. Two modes (external_prompt_only / api); inline_svg is not supported (splash screens are PNG bundles — generate a logo inline_svg first, then call this with existing_mark_svg). api mode composites the mark onto background_color and emits ios/LaunchScreen-2732.png, android/mipmap-*dpi/splash.png, android/themes-splash.xml, pwa/splash-1200.png, and a README describing how to wire each.
  • asset_generate_heroGenerate marketing-hero / landing-page banner art. Two modes (external_prompt_only / api); inline_svg is not supported. Accepts aspect_ratio (16:9 / 21:9 / 3:2 / 2:1). Injects brand bundle where supported. Returns N variants if count>1.
  • asset_remove_backgroundMatte an image to transparent background (BiRefNet / BRIA RMBG / U²-Net via remote endpoint; local white-chroma fallback). Returns RGBA PNG path.
  • asset_vectorizeConvert a raster image to SVG. Tries in order: Recraft /vectorize (if PROMPT_TO_BUNDLE_RECRAFT_VECTORIZE_URL is set), vtracer on PATH, potrace on PATH, then a built-in posterize run-length fallback. Passes all output through SVGO when installed.
  • asset_upscale_refineUpscale / refine an image, asset-type-aware. DAT2 for flat logos/icons, Real-ESRGAN/SUPIR for photoreal, img2img for diffusion polish. Lanczos fallback.
  • +12 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-215": {
      "command": "npx",
      "args": [
        "-y",
        "fetch"
      ],
      "env": {
        "WAVESPEED_API_KEY": "YOUR_WAVESPEED_API_KEY_HERE"
      }
    }
  }
}

Prompt To Asset

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mohamedabdallah-14-prompt-to-asset": {
      "command": "npx",
      "args": [
        "-y",
        "prompt-to-asset"
      ]
    }
  }
}

Frequently asked questions

MCP Server is categorized under Multimedia Process and uses a local stdio subprocess. Prompt To Asset belongs to Multimedia Process and uses a local stdio subprocess. Pick MCP Server for multimedia process work and Prompt To Asset for multimedia process.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

MCP Server is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. Prompt To Asset is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mcp-215 and mohamedabdallah-14-prompt-to-asset as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Server has a quality signal of 67/100 (Great) with 1 views, 0 installs and 34 GitHub stars. Prompt To Asset has 68/100 (Great) with 6 views, 2 installs and 24 GitHub stars.