feat: 🚀 MCP automatic tool discovery + dynamic models + AI function c…

[murdore]

🚀 MCP Automatic Tool Discovery + Dynamic Models + AI Function Calling

Overview

This PR introduces a revolutionary enhancement to NeuroLink, transforming it from a multi-provider AI SDK into a comprehensive AI development platform with automatic tool discovery and execution capabilities.

🎯 What's New

1. MCP Automatic Tool Discovery

• Automatically discovers and integrates 82+ tools from connected MCP servers
• Zero configuration required - just install MCP servers and NeuroLink finds them
• Supports filesystem operations, GitHub integration, and custom tools
• Real-time tool discovery with <1ms performance per tool

2. AI Function Calling

• Seamless integration with Vercel AI SDK for multi-turn conversations
• Tools are automatically executed and results integrated into AI responses
• Works with Google AI Studio, OpenAI, and other providers
• Example: "What time is it?" → AI calls tool → Returns actual current time

3. Dynamic Model Configuration

• Configure custom models via config/models.json
• Add new AI models without code changes
• Support for any OpenAI-compatible API
• Hot-reload capability for development

4. Enhanced CLI Commands

# Agent-based generation with automatic tool use
neurolink agent-generate "What files are in my project?"

# MCP server management
neurolink mcp list        # List connected servers
neurolink mcp test        # Test server connectivity
neurolink mcp tools       # Discover available tools

[Copilot]

Pull Request Overview

This PR introduces major enhancements to NeuroLink by integrating automatic MCP tool discovery, dynamic model configuration, and AI function calling. Key changes include removing unused test-output JSON artifacts, updating provider factory methods to be asynchronous with proper dynamic model resolution, and a new MCP-aware provider implementation that wraps multiple AI providers with MCP tool support.

Reviewed Changes

Copilot reviewed 57 out of 75 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
test-output.json	Removed obsolete sample output data for cleaner codebase.
src/test.ts	Changed direct factory usage to use await for asynchronous provider creation.
src/lib/providers/openAI.ts	Added a new getModel() method to expose the underlying language model for function calling.
src/lib/providers/mcp-provider.ts	Introduced a new MCP-aware provider with session-based MCP tool initialization.
src/lib/providers/googleAIStudio.ts	Updated getModel() access to public and added tools-related parameters in text generation.
src/lib/providers/agent-enhanced-provider.ts	Provided an enhanced agent provider supporting CLI-based agent generation with tools.
src/lib/neurolink.ts	Updated MCP initialization and fallback logic to enable real MCP tool integration.
src/lib/mcp/*	Multiple files added/updated to support unified MCP tool registry, auto-discovery, logging, and session management.
src/cli/*	Added new CLI commands (e.g., agent-generate) and enhanced options for tool enablement.
memory-bank/*	Updated documentation reflecting new MCP discovery, function calling integration, and dynamic models.

Comments suppressed due to low confidence (1)

src/lib/core/factory.ts:215

• [nitpick] There is commented-out MCP wrapping code in the provider factory. If this is temporary for debugging, consider documenting the reason or removing it once the issue is resolved.

          // const { createMCPAwareProviderV3 } = await import("../providers/function-calling-provider.js");

[Copilot]

The comment in neurolink.ts combines descriptive text with stray inline code comments. Consider cleaning it up to clearly separate documentation from development notes.

Suggested change

	* Uses real MCP infrastructure for // Initialize MCP with enhanced error handling
	await this.initializeMCP();tool discovery and execution.
	*/
	* Uses real MCP infrastructure for tool discovery and execution.
	*/
	// Initialize MCP with enhanced error handling
	await this.initializeMCP();

[Copilot]

[nitpick] Ensure that using null as the fallback for a default dynamic model is intentional and consistent with other provider implementations.