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MCP Server

Agent Knowledge MCP

A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.

27
GitHub Stars
8/23/2025
Last Updated
MCP Server Configuration
1{
2 "name": "agent-knowledge",
3 "command": "uvx",
4 "args": [
5 "agent-knowledge-mcp"
6 ]
7}
JSON7 lines

README Documentation

Agent Knowledge MCP 🔍

Complete knowledge management for AI assistants
MCP server with Elasticsearch search and document management.

Agent Knowledge MCP server

🚀 Features

🔑 All-in-One Solution:

  • 🔍 Elasticsearch: Search, index, and manage documents
  • 📊 Document Validation: Schema-enforced structure
  • ⚙️ Configuration: Complete config management
  • 🛡️ Security: Sandboxed operations

✨ Benefits:

  • 🎯 20 Tools for knowledge management
  • 🤖 Works with any MCP-compatible AI (Claude, ChatGPT, VS Code, etc.)
  • 📚 Smart document management with validation
  • Elasticsearch integration for powerful search

⚡ Quick Start

Installation

# Install with uvx (recommended)
uvx agent-knowledge-mcp

Setup for Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-knowledge": {
      "command": "uvx",
      "args": ["agent-knowledge-mcp"]
    }
  }
}

Setup for VS Code

🛠️ What You Can Do

Try these with your AI assistant:

  • "Search documents for API authentication info"
  • "Index this document with proper tags"
  • "Create API documentation template"
  • "Find related documents on specific topics"
  • "Update configuration settings"
  • "Validate document structure"

🔧 Tools Overview

Tools for knowledge management:

CategoryToolsDescription
🔍 Elasticsearch9Search, index, manage documents
⚙️ Administration11Config, security, monitoring

🔒 Security & Configuration

Enterprise-grade security:

  • Sandboxed operations - Configurable access controls
  • Strict schema validation - Enforce document structure
  • Audit trails - Full operation logging
  • No cloud dependencies - Everything runs locally

Configuration example:

{
  "security": {
    "log_all_operations": true
  },
  "document_validation": {
    "strict_schema_validation": true,
    "allow_extra_fields": false
  }
}

🤝 Contributing & Support

Development

git clone https://github.com/itshare4u/AgentKnowledgeMCP.git
cd AgentKnowledgeMCP
pip install -r requirements.txt
python3 src/main_server.py

Support the Project


Transform your AI into a powerful knowledge management system! 🚀

MIT License - Complete knowledge management solution for AI assistants

Quick Install

Quick Actions

Key Features

Model Context Protocol
Secure Communication
Real-time Updates
Open Source