Developer Tooling Protocol

Model Context Protocol (MCP) Setup & Architecture

Pak-LLM Coder implements a native Model Context Protocol (MCP) server bridge, enabling autonomous bidirectional communication between local editors, workspace context analyzers, and enterprise external tools via standard JSON-RPC.

Public Machine Discovery

CORS Enabled

Agents and IDEs can auto-discover this platform’s capabilities at:

https://coder.pak-llm.com/.well-known/mcp.json

Core MCP Capabilities

workspace_indexer

Parses AST code symbols, unclosed braces, imports, and secret leaks across repository files.

terminal_firewall

Enforces approval-first sandbox policies before running shell commands or modifying files.

urdu_code_translator

Transforms Urdu natural language instructions into idiomatic TypeScript, Python, and Go code.

Example MCP Client Configuration

{
  "mcpServers": {
    "pak-llm-coder": {
      "command": "pak-llm",
      "args": ["--mcp", "--workspace", "."]
    }
  }
}
← Back to Documentation GuideTest MCP in Web Mission Control
Model Context Protocol (MCP) Setup | Pak-LLM Coder | Pak-LLM Coder