core/go-ai
8
0
Fork 0
Code Issues 4 Pull requests 1 Projects Releases Packages Wiki Activity Actions
Page: MCP-Server
Pages
Agentic-Client Home IDE-Bridge MCP-Server ML-Pipeline MLX-Bindings RAG-Pipeline
2 MCP-Server
Virgil edited this page 2026-02-19 18:35:23 +00:00
Table of Contents

MCP Server

The MCP (Model Context Protocol) server is the core of go-ai. It exposes AI capabilities as tools that agents and IDEs can call.

Protocol

Implements the Model Context Protocol v1.3.0 via the official Go SDK.

Transports: stdio (default), TCP, Unix socket

# stdio (for Claude Code, IDEs)
core mcp serve

# TCP (for network access)
MCP_ADDR=:9000 core mcp serve

Tool Subsystems

Each subsystem registers its tools with the MCP server:

Subsystem Tools Source
ML Model inference, scoring Imports go-ml
RAG Query, ingest, collections Imports go-rag
Metrics Record, query, summary Local (ai/metrics.go)
Process Start, stop, list, output Uses core/go/pkg/process
WebView Navigate, click, screenshot Uses core/go/pkg/webview
WebSocket Start hub, subscribe Uses core/go/pkg/ws

Subsystem Interface

type Subsystem interface {
    Name() string
    RegisterTools(server *Server)
}

Subsystems are composable — the MCP server discovers and registers all available subsystems at startup.

IDE Bridge

The mcp/ide/ package provides IDE-specific tooling:

  • bridge.go — Bridges MCP tools to IDE commands
  • tools_build.go — Build/compile actions
  • tools_chat.go — In-IDE chat with AI
  • tools_dashboard.go — Project dashboard metrics