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Vinkius
Google ADKSDK
Google ADK
Meshy (3D AI) MCP Server

Bring 3d Modeling
to Google ADK

Learn how to connect Meshy (3D AI) to Google ADK and start using 17 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Analyze PrintabilityCreate AnimationCreate Image To 3dCreate Image To ImageCreate Multi Color PrintCreate Multi Image To 3dCreate RemeshCreate RetextureCreate RiggingCreate Text To 3d PreviewCreate Text To 3d RefineCreate Text To ImageDelete Text To 3d TaskGet BalanceGet Text To 3d TaskList Text To 3d TasksRepair Printability

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Meshy (3D AI)

What is the Meshy (3D AI) MCP Server?

Connect Meshy to your AI agent to bridge the gap between 2D concepts and 3D reality. This server allows you to generate, refine, and optimize professional-grade 3D meshes using industry-leading AI models.

What you can do

  • Text to 3D Generation — Create 3D previews from simple text prompts and refine them into fully textured models with PBR maps.
  • Image to 3D Conversion — Turn single or multiple reference images (up to 4 angles) into detailed 3D objects automatically.
  • Advanced Retexturing — Apply entirely new styles to existing 3D models using text or image guidance while maintaining geometry.
  • Mesh Optimization — Use the remeshing tools to adjust topology (triangles or quads) and target specific polycounts for games or web apps.
  • Asset Management — List, retrieve, and manage your generation tasks and 3D assets through a unified interface.

How it works

  1. Subscribe to this server
  2. Enter your Meshy API Key
  3. Start creating 3D assets in Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Game Developers — Generate base meshes and textures directly within your development environment to speed up prototyping.
  • 3D Artists — Automate the tedious parts of the workflow like initial block-outs, UV mapping, and base texturing.
  • Creative Agencies — Rapidly visualize 3D concepts for clients starting from just a text description or a sketch.

Built-in capabilities (17)

analyze_printability

Analyze 3D Printability

create_animation

Create an Animation task

create_image_to_3d

Create an Image to 3D task

create_image_to_image

Create Image to Image task

create_multi_color_print

Create Multi-Color Print

create_multi_image_to_3d

Create a Multi-Image to 3D task

create_remesh

Create a Remesh task

create_retexture

Create a Retexture task

create_rigging

Create a Rigging task

create_text_to_3d_preview

This is the first step in the Text to 3D workflow. Create a Text to 3D preview task

create_text_to_3d_refine

This is the second step in the Text to 3D workflow. Create a Text to 3D refine task

create_text_to_image

Create Text to Image task

delete_text_to_3d_task

Delete a Text to 3D task

get_balance

Get account balance

get_text_to_3d_task

Get a Text to 3D task by ID

list_text_to_3d_tasks

List Text to 3D tasks

repair_printability

Repair 3D Printability

Why Google ADK?

Google ADK natively supports Meshy (3D AI) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 17 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

  • Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

  • Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Meshy (3D AI)

  • Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

  • Seamless integration with Google Cloud services means you can combine Meshy (3D AI) tools with BigQuery, Vertex AI, and Cloud Functions

G
See it in action

Meshy (3D AI) in Google ADK

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

Meshy (3D AI) and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect Meshy (3D AI) to Google ADK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for Meshy (3D AI) in Google ADK

The Meshy (3D AI) MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 17 tools execute in hardened sandboxes optimized for native MCP execution.

Your AI agents in Google ADK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

Meshy (3D AI)
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

The Vinkius Advantage

How Vinkius secures Meshy (3D AI) for Google ADK

Every tool call from Google ADK to the Meshy (3D AI) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

How do I add high-quality textures to a 3D model I just generated from text?

After creating a preview with create_text_to_3d_preview, use the create_text_to_3d_refine tool with the resulting task ID. You can enable PBR and HD textures to get professional results.

02

Can I use multiple photos of an object to create a better 3D model?

Yes! Use the create_multi_image_to_3d tool and provide an array of up to 4 image URLs showing different angles of the object for much higher accuracy.

03

Is it possible to reduce the polygon count for game engine optimization?

Absolutely. Use the create_remesh tool on any existing model ID. You can specify the target_polycount and choose between triangle or quad topology.

04

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

05

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

06

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

07

McpToolset not found

Update: pip install --upgrade google-adk

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