MCP.Market

GlianaAI MCP server

by Gliana-Labs·io.github.Gliana-Labs/gliana-ai-mcp·v0.3.2

Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

0 stars74 downloads/wk

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

GlianaAI tools (4, 1 write)

write = sends, deletes, buys or posts

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

  • generatewrite action

    Run a model and return the result (media URL). PAID: settles the price from your wallet over the configured rail (base/tempo/solana). Call get_schema first for the input shape, get_price for the cost.

  • get_price

    Quote the exact cost of one call for a model (optionally with input that affects price, e.g. video duration or TTS character count). Free.

  • get_schema

    Get a model’s input fields (names, types, which are required, defaults). Use before generate to know what to send. Free.

  • list_models

    List every GlianaAI model (id, category, provider, per-call price). Free — no payment. Use this to pick a model before get_price/generate.

Public scan report

scanner v0.1.9 · 2026-09-27 · 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 4 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How GlianaAI compares

Against every graded Media MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
85/100
higher than 73% of 1,337 Media servers
Tools
4
the typical Media server has 7
Tools that change things
25%
typical: 4%. Fewer write tools means less an agent can break
Downloads a week
74
more than 54% of 365 Media servers with a package

What its tools let an agent do: 3 read · 1 create

Install GlianaAI in Claude Code, Cursor or VS Code

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

claude mcp add gliana-ai-mcp -- npx -y gliana-ai-mcp
Add to Cursor

What the publisher says

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

GlianaAI MCP server

Glama server page

Pay-per-call generative AI for any MCP client (Claude Desktop, Cursor, …). 90+ models — image, video, video editing, music, speech, LLM chat — plus utility, market-data and SEC-filing tools, with no signup and no API key. Paid calls settle per call from your own wallet over MPP / x402.

list_tools).

  • Browse + price everything for free (listmodels, getprice, get_schema,

Base). Your private key is read from the client config and never leaves your machine — non-custodial, same model as ai.glianalabs.com.

  • generate runs a model and settles the gateway's 402 from your wallet (USDC on

Tools

list_tools reads the gateway live, so it is never out of date — which is why this table doesn't enumerate the utility tools. A written-down list goes stale the moment a new endpoint ships, and this one had.

Some utility tools are free and need no wallet at all (list_tools reports them at priceMicroUsd: 0) — currently the Indonesian reference endpoints: official region data, prayer times, and NIK verification.

File inputs

Models that take a source file (image-to-video, video-to-video, transcription) accept a public URL in their file field (e.g. image, video_uri). Have a local file? Upload it first — no key, no payment:

curl -X POST https://api.glianalabs.com/v1/media \
  -H "content-type: video/mp4" --data-binary @clip.mp4
# → { "url": "https://api.glianalabs.com/v1/media/<id>.mp4" }

Pass the returned url into the model field. Max 40 MB; video / image / audio only.

Install

Add to your MCP client config.

Claude Desktop (claudedesktopconfig.json) / Cursor (~/.cursor/mcp.json):

{
  "mcpServers": {
    "gliana-ai": {
      "command": "npx",
      "args": ["-y", "gliana-ai-mcp"],
      "env": {
        "GLIANA_WALLET_KEY_FILE": "/absolute/path/to/gliana-wallet.key"
      }
    }
  }
}

Payment rails

generate settles the gateway's 402 from your wallet. Pick a rail and set its key:

Use a dedicated wallet, funded with only what you intend to spend.

This server signs payments locally — the key never leaves your machine and is

never sent to us — but it is still a private key on a machine running an AI

agent. Do not use a wallet that holds anything you would miss.

Prefer KEYFILE over the inline variable. Your MCP client config gets

synced to cloud storage, committed by accident, and screenshotted when you ask

someone for help. A file you chmod 600 does not:

bash

printf '%s' '0xYOUR_KEY' > ~/.gliana-wallet.key && chmod 600 ~/.gliana-wallet.key

Inline still works if you prefer it — the server just warns on stderr.

Shortened. The full README is on GitHub.

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

GlianaAI: common questions

Is GlianaAI MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the GlianaAI safety report
How do I install GlianaAI?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does GlianaAI need an API key?
Yes. The registry entry asks for GLIANA_WALLET_KEY, GLIANA_SOLANA_KEY.
Is GlianaAI maintained?
The last commit was 42 days ago (2026-09-23). The latest release is v0.3.2.
What can I use instead of GlianaAI?
Servers from other publishers that do the same job: Sapiens Sintéticos MCP server, apimodels MCP server and Vidofy MCP server.
How does GlianaAI compare with other Media MCP servers?
safety score 85/100 (higher than 73% of 1,337 Media servers); tools 4 (the typical Media server has 7); tools that change things 25% (typical: 4%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to GlianaAI

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

  • Sapiens Sintéticos
    Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video.
    A
  • apimodels
    Image, video, chat and speech models with one account — local (npx) or hosted with OAuth sign-in.
    A
  • Vidofy
    Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux 2 and 570+ models.
    A
  • Aetherwave
    Music, image, video and audio generation across top AI providers - one key, one credit pool.
    B
  • PopNow
    AI image, video, music and speech generation: text-to-video, image-to-video, effects and upscaling.
    A