Mmcp.market

MCP server

by wavespeed.ai·ai.wavespeed/mcp·v1.0.7
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Run any model on the live WaveSpeed catalog: image, video, audio, 3D.

B83/100grade B
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Safety scan
B83/100

full report

Adoption
Growing

32 stars193 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

MCP tools (7, 2 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_balance

    Show the WaveSpeed account credit balance.

  • get_model_schema

    Get a model's real input schema (required fields, properties, defaults). Call this before run_model so inputs match what the model actually accepts.

  • get_prediction

    Fetch the status and outputs of a past or in-flight prediction by id — use to recover a run that hit the wait limit.

  • get_price

    Estimate 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.

  • list_models

    Search 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.

  • run_modelwrite action

    Run any WaveSpeed model. input keys come from get_model_schema. Local files: pass "@./path" string values — they are uploaded and replaced with hosted URLs (bare paths are NOT uploaded). Returns output URLs. If the wait limit is hit, the task keeps running; recover it with get_prediction.

  • upload_filewrite action

    Upload 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.

Public scan report

scanner v0.1.9 · 2026-09-21 · same rubric, same numbers if you re-run it

no findings
  • Code scan8 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identitynamespace and repository owner differ; GitHub account older than a year; website matches verified namespace8/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the MCP repository's README, as published. We do not edit it. Read it on GitHub

WaveSpeed MCP Server

<!-- mcp-name: ai.wavespeed/mcp -->

An MCP server for the WaveSpeed platform: run any model on the live catalog — image, video, audio, 3D — from Claude Code, Claude Desktop, Cursor, Cline, or any MCP client.

Built on the same design as the open-source @wavespeed/cli:

  • No hardcoded models. The catalog comes from the live API (1h cache); new platform models work the day they ship.
  • One generation verb. runmodel executes anything; getmodel_schema tells the agent what inputs a model actually accepts, so it reads before it writes.
  • Inputs are never mutated. The one explicit transform is the @path marker — a "@./photo.jpg" value inside input uploads the file and substitutes its hosted URL. Bare paths are passed through untouched.
  • Honest pricing. getprice quotes before you spend and names the inputs the quote was blind to (unpricedinputs) instead of presenting a formula's floor as "the" price.

Tools

If runmodel hits its wait limit the task keeps running server-side — the error names the prediction id, and getprediction picks it up.

Setup

Auth resolves from WAVESPEEDAPIKEY, or from the CLI's stored login (wavespeed login) — one login covers both tools. Keys: wavespeed.ai/accesskey.

Claude Code

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

Claude Desktop / other clients (mcpServers config):

{
  "mcpServers": {
    "wavespeed": {
      "command": "npx",
      "args": ["-y", "@wavespeed/mcp"],
      "env": { "WAVESPEED_API_KEY": "wsk_..." }
    }
  }
}

Example prompts

  • "Generate a 16:9 hero image of a cyberpunk skyline at golden hour."
  • "Take ./photo.jpg and replace the background with a sunlit kitchen." (the agent passes "@./photo.jpg")
  • "Animate ./hero.png with subtle parallax — check the price first."

Development

npm install
npm run dev        # run from source (stdio)
npm run lint       # typecheck
npm run build      # tsc → dist/

License

MIT

WaveSpeed AI — AI image & video generation platform. Try it in the browser: Image generator · Video generator

Nothing above is checked by us. What we check is on the safety report.

Install directly

Runs npx -y @wavespeed/mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp -- npx -y @wavespeed/mcp
Add to Cursor

MCP: common questions

Is MCP server safe?
Mostly: it is graded B (83/100). Read the MCP safety report
How do I install MCP?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does MCP need an API key?
Yes. The registry entry asks for WAVESPEED_API_KEY.
Is MCP maintained?
The last commit was in the last day (2026-09-20). The latest release is v1.0.7.
What can I use instead of MCP?
Servers from other publishers that do the same job: Runapi MCP server, Agent-Native Assets MCP server and Watch Skill MCP server. Compare all MCP alternatives.

Alternatives to MCP

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