VS Code CopilotIDE

Why use Anyscale MCP Server with VS Code Copilot?

Bring Distributed Computing
to VS Code Copilot

Name: Anyscale MCP Server
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

Create your Vinkius account to connect Anyscale to VS Code Copilot and start using all 7 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

GDPR Free for Subscribers

Chat CompletionGenerate EmbeddingsGet ServiceList JobsList ModelsList ServicesText Completion

Ask AI about this MCP Server ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

What is the Anyscale MCP Server?

Connect your Anyscale environment to your AI agent and manage both AI inference and backend scalable infrastructure natively through natural conversation.

What you can do

Model Discovery and Querying — List all active foundational models inside your environment and send conversational or zero-shot instruct prompts
Embeddings Pipeline — Generate semantic vector embeddings for arrays of text inputs directly in-flight
Services Fleet — Monitor deployed Ray services, fetch cluster states, and map live service endpoint configurations
Cluster Jobs — Query Ray batch jobs to inspect recent execution statuses and training metrics right from your terminal

How it works

Subscribe to this server
Provide your Anyscale API Key and Base URL
Interface with your models, services, and Ray cluster via Claude, Cursor, or your favorite MCP agent

Scale up your AI operations without opening terminal panes to check Ray cluster status.

Who is this for?

AI & MLOps Engineers — automate the inspection of deployed models, jobs, and embeddings safely during CI workflows
Data Scientists — submit rapid completion tasks to specialized LLMs running inside your Anyscale VPC
Backend Developers — debug service health metrics and endpoint statuses without navigating the heavy cloud dashboard

Built-in capabilities (7)

chat_completion

Pass an array of messages with roles (user, assistant, system). Generate conversational responses via Anyscale LLMs

generate_embeddings

Generate semantic vector embeddings for text

get_service

Retrieve details about a specific Anyscale service

list_jobs

List Anyscale batch or training jobs

list_models

g., meta-llama/Llama-2-70b-chat-hf). List available AI models on Anyscale Endpoints

list_services

List Anyscale deployed services

text_completion

Use for foundational instruct generation. Generate text completion using Anyscale generic completion API

See what your AI agent can do with Anyscale

Why VS Code Copilot?

GitHub Copilot Agent mode brings Anyscale data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 7 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.

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VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor
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Project-scoped MCP configs (.vscode/mcp.json) let you commit server configurations to your repository, ensuring the entire team shares the same tool access
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Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
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GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services

See it in action

Anyscale in VS Code Copilot

AI Agent→Vinkius

High Security·Kill Switch·Plug and Play

Enterprise Security

Why run Anyscale with Vinkius?

The Anyscale connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 7 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

View full Anyscale details →

Fully ManagedNo server setup

Plug & PlayNo coding needed

SecurePrivacy protected

PrivateYour data is safe

Cost ControlBudget limits

Control1-click disconnect

Auto-UpdatesMaintenance free

High SpeedOptimized for AI

Reliable99.9% uptime

Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents

Complete visibility into every agent action

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect Anyscale using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Explore Analytics

Why Vinkius

Anyscale and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect Anyscale to VS Code Copilot through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations

<40msResponse time

100%Fully managed

	Raw MCP	Vinkius
Ready-to-use MCPs	Find and configure each manually	4,000+ MCPs ready to use
Connection Setup	Manual coding & server setup	1-click instant connection
Server Hosting	You host it yourself (needs 24/7 uptime)	100% hosted & managed by Vinkius
Security & Privacy	Stored in plaintext config files	Bank-grade encrypted vault
Activity Visibility	Blind execution (no logs or tracking)	Live dashboard with real-time logs
Cost Control	Runaway AI token spend risk	Automatic budget limits
Revoking Access	Must delete files or code to stop	1-click disconnect button

View step-by-step setup guide for VS Code Copilot →

The Vinkius Advantage

How Vinkius secures
Anyscale for VS Code Copilot

Every request between VS Code Copilot and Anyscale is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start

Ed25519Signed audit chain

60%Token savings

FAQ

Frequently asked questions

Can I query a Llama 3 model that is locally deployed in Anyscale?

Yes. First ask the agent to list the available model APIs using list_models so it can grab the precise namespace (e.g. meta-llama/Llama-3-70b-instruct). Then, ask it to run chat_completion pointing at that specific ID. You are now effectively chaining your local agent with an enterprise-sized foundational model in your own VPC.

Is it possible to check whether my training job timed out without opening the Anyscale Dashboard?

Absolutely. Use the list_jobs tool directly from your chat workflow. It will pull down the state of recent tasks (running, failed, succeeded) alongside metrics. The agent can immediately summarize issues if it sees any errors, saving you a context switch.

Can I use Anyscale to process my text chunks into Vectors inside a project pipeline?

Yes. This MCP comes with an explicit generate_embeddings tool mapped to your Anyscale endpoints. By providing arrays of chunks, the Anyscale fast backbone will return your high-dimensional vectors. Your custom Agent can wrap this into scripts to hydrate vector databases faster.

Which VS Code version supports MCP?

MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.

How do I switch to Agent mode?

Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.

Can I restrict which MCP tools Copilot can access?

Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.

Does MCP work in VS Code Remote or Codespaces?

Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.