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apimodels MCP server

by stimQQ·io.github.stimQQ/apimodels-mcp·v0.2.3

Image, video, chat and speech models with one API key. The model can review its own images.

B83/100grade B
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B83/100

full report

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1 stars520 downloads/wk

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

apimodels tools (6)

write = sends, deletes, buys or posts

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

  • chat

    Chat / text completion with any LLM on apimodels.app (GPT-5.5, Claude, Gemini, GLM, DeepSeek, Qwen, …). Returns the assistant reply text.

  • generate_image

    Generate an image from a text prompt (or edit an input image). Returns the URL(s) of the generated image, valid 7 days, plus a downscaled preview of the image itself when the client can show tool-result images to you. If you cannot see the image in the result, call review_image with the returned URL to get a written critique and a revised prompt, then generate again. Roughly $0.025 per image on th

  • generate_video

    Generate a video from a text prompt (and optional reference image). Polls until done and returns the video URL(s), valid 7 days. May take a few minutes. Video is the most expensive modality here — the default model costs roughly $0.30-$0.50 per clip; pass model:"veo-3.1-fast-fhd" for the cheapest option at $0.07 flat.

  • list_models

    List the model ids available on apimodels.app (chat, image, video, audio). Use the returned ids with the other tools. Caveat: a handful of entries are internal names that the generation endpoints reject (e.g. seedance-2-fast, seedance-2, motion-control) — the public alias is the dotted form, e.g. seedance-2.0-fast. If an id comes back "Invalid model", try the dotted variant before giving up.

  • review_image

    Have a vision model look at an image and critique it against a brief. Returns what matches, what is wrong (garbled text, composition, colors, artifacts) and a revised prompt. Use it after generate_image to check the result and decide whether to regenerate — this works in every MCP client, including ones that do not pass tool-result images to you. Costs one small vision chat call (well under $0.01

  • text_to_speech

    Convert text to speech (MiniMax voices). Returns the audio file URL (valid 7 days). Costs about $0.004 for a short line; billed at $0.04 per 1000 characters.

Public scan report

scanner v0.1.8 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 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 identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

claude mcp add apimodels-mcp -- npx -y apimodels-mcp
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apimodels: common questions

Is apimodels MCP server safe?
Mostly: it is graded B (83/100). Read the apimodels safety report
How do I install apimodels?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does apimodels need an API key?
Yes. The registry entry asks for APIMODELS_API_KEY.
Is apimodels maintained?
The last commit was in the last day (2026-09-18). The latest release is v0.2.3.
What can I use instead of apimodels?
Servers from other publishers that do the same job: Agent-Native Assets MCP server, Runapi MCP server and Maginary MCP server. Compare all apimodels alternatives.

Alternatives to apimodels

Same job from other publishers: the closest match first, then the best rated.

All apimodels alternatives →
  • Agent-Native Assets
    Digital asset manager - upload, organize, search, and generate on-brand images and videos
    A
  • Runapi
    130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
    A
  • Maginary
    AI image + video generation for agents: --flag prompt DSL, async generate/poll, x402 pay-per-use.
    B
  • Imagine
    MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)
    C
  • Claude Real Video
    Let any LLM watch a video locally — and search everything it has ever watched.
    A

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