LocalAI MCP Server for ClineGive Cline instant access to 19 tools to Anthropic Messages, Apply Model, Chat Completions, and more

Name: LocalAI
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire LocalAI through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.

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The LocalAI MCP Server for Cline is a standout in the Ai Frontier category — giving your AI agent 19 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

Claude

ChatGPT

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Gemini

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VS Code

JetBrains

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+ other MCP clients

Classic Setup·json

{
  "mcpServers": {
    "localai": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install LocalAI and 4,000+ MCP Servers from a single visual interface.

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Fully ManagedVinkius Servers

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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

About LocalAI MCP Server

Connect your LocalAI instance to any AI agent and leverage powerful multimodal capabilities directly from your own infrastructure.

Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including LocalAI tool calls without waiting for prompts between steps. Connect 19 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.

What you can do

Text Generation — Use chat_completions or anthropic_messages to generate text using local models with full OpenAI or Anthropic compatibility.
Image Synthesis — Create visual content from text prompts using the generate_image tool, supporting custom sizes and negative prompts.
Audio Processing — Convert speech to text with transcribe_audio or generate natural-sounding speech from text using text_to_speech.
Advanced Search & RAG — Generate vector embeddings with create_embeddings and improve search relevance using the rerank_documents tool.
Computer Vision — Analyze images and identify elements using the detect_objects tool.
System Management — Monitor your instance with list_models, get_system, and getVersion to ensure optimal performance.

Connect LocalAI to Cline via MCP

Follow these steps to wire LocalAI into Cline. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Open Cline MCP Settings

Click the MCP Servers icon in the Cline sidebar panel

Add remote server

Click "Add MCP Server" and paste the configuration above

Enable the server

Toggle the server switch to ON

Start using LocalAI

Ask Cline: "Using LocalAI, help me...". 19 tools available

Why Use Cline with the LocalAI MCP Server

Cline provides unique advantages when paired with LocalAI through the Model Context Protocol.

Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts

Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window

Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation

Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing

LocalAI + Cline Use Cases

Practical scenarios where Cline combined with the LocalAI MCP Server delivers measurable value.

Autonomous feature building: tell Cline to fetch data from LocalAI and scaffold a complete module with types, handlers, and tests

Codebase refactoring: use LocalAI tools to validate live data while Cline restructures your code to match updated schemas

Automated testing: Cline fetches real responses from LocalAI and generates snapshot tests or mocks based on actual payloads

Incident response: query LocalAI for real-time status and let Cline generate hotfix patches based on the findings

Example Prompts for LocalAI in Cline

Ready-to-use prompts you can give your Cline agent to start working with LocalAI immediately.

"List all models available on my LocalAI instance."

"Generate a chat response using the 'llama-3' model about the benefits of local AI."

"Create an image of a futuristic library using the 'stablediffusion' model."

Troubleshooting LocalAI MCP Server with Cline

Common issues when connecting LocalAI to Cline through Vinkius, and how to resolve them.

Server shows error in sidebar

Click the server name to see logs. Verify the URL and token are correct.

LocalAI + Cline FAQ

Common questions about integrating LocalAI MCP Server with Cline.

How does Cline connect to MCP servers?

Cline reads MCP server configurations from its settings panel in VS Code. Add the server URL and Cline discovers all available tools on initialization.