Skip to main content
Glama

DocuMind MCP Server

🌐 DocuMind MCP Server

"Where Documentation Meets Digital Intelligence"

A next-generation Model Context Protocol (MCP) server that revolutionizes documentation quality analysis through advanced neural processing.

⚡ Core Systems

  • 🧠 Neural Documentation Analysis: Advanced algorithms for comprehensive README evaluation
  • 🔮 Holographic Header Scanning: Cutting-edge SVG analysis for visual elements
  • 🌍 Multi-dimensional Language Support: Cross-linguistic documentation verification
  • 💫 Quantum Suggestion Engine: AI-powered improvement recommendations

🚀 System Boot Sequence

System Requirements

  • Node.js 18+
  • npm || yarn

Initialize Core

npm install

Compile Matrix

npm run build

Establish real-time neural connection:

npm run watch

🛸 Operation Protocol

System Configuration

Integrate with Claude Desktop mainframe:

Windows Terminal:

// %APPDATA%/Claude/claude_desktop_config.json { "mcpServers": { "documind-mcp-server": { "command": "/path/to/documind-mcp-server/build/index.js" } } }

Neural Interface Commands

evaluate_readme

Initiates quantum analysis of documentation structure.

Parameters:

  • projectPath: Neural pathway to target directory

Example Request:

{ name: "evaluate_readme", arguments: { projectPath: "/path/to/project" } }

Example Response:

{ content: [ { type: "text", text: JSON.stringify({ filePath: "/path/to/project/README.md", hasHeaderImage: true, headerImageQuality: { hasGradient: true, hasAnimation: true, // ... other quality metrics }, score: 95, suggestions: [ "Consider adding language badges", // ... other suggestions ] }) } ] }

🔮 Development Matrix

Debug Protocol

Access the neural network through MCP Inspector:

npm run inspector

Troubleshooting Guide

Common Issues and Solutions
  1. Header Image Not Detected
    • Ensure SVG file is placed in the assets/ directory
    • Validate SVG file contains proper XML structure
    • Check file permissions
  2. Language Badges Not Recognized
    • Verify badges use shields.io format
    • Check HTML structure follows recommended pattern
    • Ensure proper center alignment
  3. Build Errors
    • Clear node_modules and reinstall dependencies
    • Ensure TypeScript version matches project requirements
    • Check for syntax errors in modified files
  4. MCP Connection Issues
    • Verify stdio transport configuration
    • Check Claude Desktop configuration
    • Ensure proper file paths in config
Performance Optimization
  1. SVG Analysis
    • Minimize SVG complexity for faster parsing
    • Use efficient gradients and animations
    • Optimize file size while maintaining quality
  2. README Scanning
    • Structure content for optimal parsing
    • Use recommended markdown patterns
    • Follow badge placement guidelines

🔬 API Documentation

Core Classes

ReadmeService

Primary service for README analysis and evaluation.

class ReadmeService { // Analyzes all README files in a project async evaluateAllReadmes(projectPath: string): Promise<ReadmeEvaluation[]> // Evaluates a single README file private async evaluateReadme(dirPath: string, readmePath: string): Promise<ReadmeEvaluation> // Evaluates language badge configuration private evaluateLanguageBadges(content: string): BadgeEvaluation }
SVGService

Specialized service for SVG header image analysis.

class SVGService { // Evaluates SVG header image quality public evaluateHeaderImageQuality(imgSrc: string, content: string): HeaderImageQuality // Checks for project-specific elements in SVG private checkProjectSpecificImage(svgContent: string, readmeContent: string): boolean }

Core Interfaces

interface ReadmeEvaluation { filePath: string; hasHeaderImage: boolean; headerImageQuality: HeaderImageQuality; isCentered: { headerImage: boolean; title: boolean; badges: boolean; }; hasBadges: { english: boolean; japanese: boolean; isCentered: boolean; hasCorrectFormat: boolean; }; score: number; suggestions: string[]; } interface HeaderImageQuality { hasGradient: boolean; hasAnimation: boolean; hasRoundedCorners: boolean; hasEnglishText: boolean; isProjectSpecific: boolean; }

Error Handling

The server implements comprehensive error handling:

try { const evaluations = await readmeService.evaluateAllReadmes(projectPath); // Process results } catch (error) { const errorMessage = error instanceof Error ? error.message : String(error); return { content: [{ type: 'text', text: `Evaluation error: ${errorMessage}` }], isError: true }; }

⚡ License

Operating under MIT Protocol.

Install Server
A
security – no known vulnerabilities
F
license - not found
A
quality - confirmed to work

local-only server

The server can only run on the client's local machine because it depends on local resources.

模型上下文协议服务器使用先进的神经处理来分析和评估 GitHub README 文档质量,提供分数和改进建议。

  1. ⚡ 核心系统
    1. 🚀 系统启动顺序
      1. 系统要求
      2. 初始化核心
      3. 编译矩阵
      4. 神经发育链接
    2. 🛸 操作协议
      1. 系统配置
      2. 神经接口命令
    3. 🔮 发展矩阵
      1. 调试协议
      2. 故障排除指南
    4. 🔬 API 文档
      1. 核心课程
      2. 核心接口
      3. 错误处理
    5. ⚡ 许可证

      Related MCP Servers

      • A
        security
        F
        license
        A
        quality
        A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands.
        Last updated -
        1
        JavaScript
      • -
        security
        F
        license
        -
        quality
        A Model Context Protocol server that enables AI assistants to perform GitHub operations including repository management, file operations, issue tracking, and pull request creation.
        Last updated -
        1
        TypeScript
      • -
        security
        F
        license
        -
        quality
        Model Context Protocol server that enables interaction with GitHub repositories, issues, pull requests, and search functionality through natural language.
        Last updated -
        TypeScript
      • -
        security
        F
        license
        -
        quality
        A Model Context Protocol server that provides read-only access to GitHub repositories, enabling AI assistants to perform code reviews without write permissions.
        Last updated -
        Python

      View all related MCP servers

      MCP directory API

      We provide all the information about MCP servers via our MCP API.

      curl -X GET 'https://glama.ai/api/mcp/v1/servers/Sunwood-ai-labs/documind-mcp-server'

      If you have feedback or need assistance with the MCP directory API, please join our Discord server