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MCP Generator

Generate a project-specific MCP server exposing GitNexus graphs, profile, and conventions.

47|11|Updated Mar 6, 2026
Search Tags:#automation#onboarding#mcp#generator#project-intelligence#gitnexus
One-click install
npx skills add https://github.com/buiphucminhtam/forgewright --skill mcp-generator-buiphucminhtam
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: MCP Generator
Source: https://github.com/buiphucminhtam/forgewright/tree/main/skills/mcp-generator
Command: npx skills add https://github.com/buiphucminhtam/forgewright --skill mcp-generator-buiphucminhtam

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-generates a project-specific MCP server that exposes codebase intelligence (GitNexus graph, project profile, conventions) as MCP Tools, Resources, and Prompts — enabling any MCP-compatible AI client to understand the project.

Core Features & Use Cases

  • Onboarding-ready server generation: Creates a customizable MCP server at .forgewright/mcp-server/ with a suite of tools, resources, and prompts tailored to the project.
  • Contextual intelligence for clients: Exposes project graph, profile, and conventions to MCP clients for deep situational awareness.
  • Automated regeneration: Rebuilds the server when onboarding or project metadata changes to keep clients in sync.

Quick Start

Instruct the AI to generate or refresh the MCP server for the current project.

Frequently Asked Questions about MCP Generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate an MCP server for project intelligence during onboarding?▼

To generate an MCP server, the Skill auto-creates a configured server at .forgewright/mcp-server/ that exposes your codebase intelligence, requiring a valid GitNexus index, a project-profile.json, and a Node.js runtime to output predefined tools, resources, and prompts.

What do I need to set up before generating a project-specific MCP server?▼

Before generating a project-specific MCP server, you need a valid GitNexus index, a project-profile.json file, and a Node.js runtime environment to successfully output the configured server with its predefined tools and resources.

Can I use the generated MCP server with any MCP-compatible AI client?▼

Yes, the generated MCP server exposes codebase intelligence, GitNexus graphs, and project conventions as MCP Tools, Resources, and Prompts, enabling any MCP-compatible AI client to understand your project.

How do I refresh my MCP server when project metadata changes?▼

To refresh your MCP server, instruct the AI to regenerate it on demand; the Skill rebuilds the server at .forgewright/mcp-server/ to keep your MCP clients synchronized with updated project metadata and conventions.

What is the best way to expose codebase intelligence to an AI client?▼

The best way to expose codebase intelligence is by auto-generating a project-specific MCP server that translates GitNexus graphs, profiles, and conventions into standardized MCP Tools, Resources, and Prompts for AI clients.

Does the MCP server generation work without a GitNexus index?▼

No, the MCP server generation requires a valid GitNexus index along with a project-profile.json and a Node.js runtime to function properly and output the configured server with predefined tools.

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