Agent Knowledge MCP

Agent Knowledge MCP 🔍

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

🚀 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:

Category	Tools	Description
🔍 Elasticsearch	9	Search, index, manage documents
⚙️ Administration	11	Config, 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

Install Server

HTTP connection URL

security – no known vulnerabilities

license - permissive license

quality - confirmed to work

How are these scores calculated?

hybrid server

The server is able to function both locally and remotely, depending on the configuration or use case.

Tools

View all tools

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.

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