Agent Knowledge MCP
Provides tools for Elasticsearch document search, indexing, and management with schema validation and security.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Agent Knowledge MCPFind documents about Python deployment strategies"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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-mcpSetup 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.pySupport the Project
Transform your AI into a powerful knowledge management system! 🚀
MIT License - Complete knowledge management solution for AI assistants
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