AI Documentation & Guru Knowledge MCP Server

A Model Context Protocol (MCP) server that provides AI assistants like Claude with structured access to both local development documentation and Guru knowledge base content. This server acts as a bridge between AI tools and your organization's knowledge repositories, enabling intelligent retrieval of coding guidelines, architecture patterns, troubleshooting guides, and institutional knowledge.

What is this?

This is an MCP server implementation that:

- Serves structured documentation through the Model Context Protocol standard
- Integrates with Guru knowledge base for accessing team knowledge and procedures
- Provides intelligent document discovery with category-based organization
- Enables AI assistants to access your team's coding standards, runbooks, and troubleshooting guides
- Supports multiple technology stacks including Flutter, React, NestJS, and Git workflows
- Uses modern tool-based architecture for flexible knowledge access

Architecture

The server is built with a clean, modular architecture:

- TypeScript/Node.js runtime (requires Node.js ≥20.0.0)
- MCP SDK v1.12.0 (@modelcontextprotocol/sdk) for protocol implementation
- Modular design with separated concerns for maintainability
- Zod for parameter validation and type safety
- Standard I/O transport for communication with AI clients

Project Structure

src/
├── index.ts              # Main entry point
├── server.ts             # MCP server configuration
├── services/
│   └── guru.ts           # Guru API service
├── tools/
│   ├── docs.ts           # Documentation tools
│   └── guru.ts           # Guru API tools
├── types/
│   └── index.ts          # TypeScript interfaces
└── utils/
    └── docs.ts           # Documentation utilities

Available Tools

The server provides 5 powerful tools for accessing knowledge:

Documentation Tools

legacy-list-docs

Lists all available documentation files with categories

- Returns: Complete inventory of documentation organized by category
- Use case: Discover available documentation before reading specific files

legacy-read-doc

Reads the content of a specific documentation file

- Parameters:
- category (required): Document category (e.g., 'code_guidelines/flutter', 'service-docs')
- name (required): Document name without .md extension
- Returns: Full markdown content of the requested document
- Example: category: "code_guidelines/flutter", name: "best-practices"

Guru Knowledge Base Tools

guru-list-cards

Search and list Guru knowledge cards with advanced filtering

- Parameters:
- searchTerms (optional): Search terms for card title/content
- maxResults (optional): Maximum number of results (max: 50)
- showArchived (optional): Include archived cards
- sortField (optional): Field to sort by (lastModified, title, dateCreated, etc.)
- sortOrder (optional): Sort order (asc/desc)
- query (optional): Advanced Guru Query Language query
- Returns: List of matching cards with metadata (title, collection, owner, status, preview)
- Example: Search for "restarting pods" or "API documentation"

guru-read-card

Read the full content of a specific Guru card

- Parameters:
- cardId (required): The UUID of the Guru card to read
- Returns: Complete card content including HTML formatting, metadata, and attachment URLs
- Use case: Get detailed procedures, troubleshooting steps, or knowledge articles

guru-get-card-attachments

List and optionally download attachments from a Guru card

- Parameters:
- cardId (required): The UUID of the Guru card
- downloadFirst (optional): Whether to download the first attachment content
- Returns: List of attachments with URLs and optional content preview
- Use case: Access screenshots, diagrams, or supplementary files

Example Tool

hello

A simple hello world example demonstrating MCP tool capabilities

- Parameters:
- name (optional): Name to greet
- Returns: Greeting message with usage examples

Environment Configuration

Guru API Setup

To use Guru tools, configure your environment variables:

{
  "mcpServers": {
    "ai-docs": {
      "command": "node",
      "args": ["dist/index.js"],
      "env": {
        "GURU_TOKEN": "your-username:your-token"
      }
    }
  }
}

Getting your Guru credentials:

1. Log into your Guru account
2. Go to Settings → API Access
3. Generate an API token
4. Format as username:token (e.g., john.doe@company.com:abc123def456)

Documentation Structure

git stdsdThe server includes documentation in this structure:

docs/
├── code_guidelines/
│   ├── flutter/
│   │   ├── architecture/
│   │   │   ├── flutter_best_practices.md
│   │   │   ├── flutter_riverpod_clean_architecture.md
│   │   │   └── freezed_guide.md
│   │   └── riverpod_testing_guide.md
│   ├── react/
│   │   └── react_best_practices.md
│   ├── nestjs/
│   │   └── nestjs_best_practices.md
│   └── git/
│       └── graphite_commands_reference.md
└── service-docs/
    ├── claude-code-sdk-documentation.md
    ├── guru-api-integration-guide.md
    ├── linear-sdk-documentation.md
    ├── mcp-inspector-testing-guide.md
    └── mcp-server-scaffold-guide.md

Installation & Usage

Development Setup

```bash