A comprehensive MCP server for AI knowledge management with Elasticsearch, file operations, and version control
The complete knowledge management solution
Powerful Model Context Protocol server for Elasticsearch integration with comprehensive file management and version control.
The most comprehensive MCP server that transforms your AI assistant into a powerful knowledge management system. The key advantage? It combines everything you need—Elasticsearch search, file operations, document validation, and version control in one unified solution.
🔑 Complete Knowledge Management:
✨ Key Benefits:
Works with any MCP-compatible AI assistant:
Perfect for developers who want to automate knowledge management and teams who need structured document workflows!
Real workflows you can try today:
If you find this MCP server useful, consider supporting its development:
| Tier | Amount | Benefits |
|---|---|---|
| ☕ Coffee | $5 | Thank you mention in README + priority issue responses |
| 🚀 Supporter | $15 | Feature request consideration + early access to updates |
| 💎 Sponsor | $30 | Logo in README + special recognition in releases |
| 🌟 Gold Sponsor | $50+ | Custom benefits discussion + direct communication channel |
Every contribution helps maintain and improve this open-source project! 🙏
# Install with uvx (recommended)
uvx agent-knowledge-mcp
# Copy and edit configuration
cp src/config.json.example src/config.json
nano src/config.json
Claude Desktop - Add to claude_desktop_config.json:
{
"mcpServers": {
"agent-knowledge": {
"command": "uvx",
"args": ["agent-knowledge-mcp"]
}
}
}
VS Code - Quick install buttons:
Other AI Assistants - Add similar configuration:
{
"mcp.servers": {
"agent-knowledge": {
"command": "uvx",
"args": ["agent-knowledge-mcp"]
}
}
}
Note: The server has built-in update mechanisms accessible through admin tools.
Agent Knowledge MCP provides 34 powerful tools across 4 categories:
Once everything is set up, try asking your AI:
Knowledge Discovery:
"Search all indexed documents for information about user authentication and summarize the key points"
Document Creation:
"Create a new API documentation template and index it with proper categorization"
File Management:
"Find all configuration files in the project and create a backup in the configs directory"
Version Control:
"Setup version control for this knowledge base and commit all current documents with proper organization"
Content Analysis:
"Analyze all markdown files for outdated information and create a list of files that need updates"
Project Documentation:
"Read all README files in subdirectories and create a comprehensive project overview document"
graph TD
A[AI Assistant] --> B[MCP Server]
B --> C[Elasticsearch Client]
B --> D[File System Handler]
B --> E[Version Control Handler]
B --> F[Document Validator]
C --> G[Elasticsearch Cluster]
D --> H[Local File System]
E --> I[Git/SVN Repository]
F --> J[Schema Validation]
Modern, Modular Design:
Enterprise-grade security:
Configuration Example:
{
"security": {
"allowed_base_directory": "/your/safe/directory",
"restrict_file_operations": true,
"log_all_operations": true
}
}
NEW: Configurable strict schema validation to prevent unwanted data corruption:
{
"document_validation": {
"strict_schema_validation": true,
"allow_extra_fields": false,
"required_fields_only": false,
"auto_correct_paths": true
}
}
Features:
Benefits:
Example validation error:
❌ Document validation failed!
Extra fields not allowed in strict mode: custom_field, extra_data
Allowed fields: id, title, summary, file_path, priority, tags, source_type
| Category | Count | Tools |
|---|---|---|
| Elasticsearch | 9 | search, index_document, create_index, get_document, delete_document, list_indices, delete_index, validate_document_schema, create_document_template |
| File System | 11 | read_file, write_file, append_file, delete_file, move_file, copy_file, list_directory, create_directory, delete_directory, file_info, search_files |
| Administration | 11 | get_config, update_config, validate_config, get_allowed_directory, set_allowed_directory, reload_config, setup_elasticsearch, elasticsearch_status, server_status, server_upgrade, server_uninstall |
| Version Control | 3 | setup_version_control, commit_file, get_previous_file_version |
Total: 34 tools for comprehensive knowledge management!
Quality Assurance:
Love to have your help making Agent Knowledge MCP even better!
git clone https://github.com/yourusername/AgentKnowledgeMCP.git
cd AgentKnowledgeMCP
# Install dependencies
pip install -r requirements.txt
# Run tests
python3 test_file_paths.py
# Start development server
python3 src/server.py
MIT License - see LICENSE for details.
If this project saves you time or helps your workflow:
Ready to supercharge your AI assistant with comprehensive knowledge management? Get started today! 🚀
Transform your AI into a powerful knowledge management system with Elasticsearch search, intelligent file operations, and version control - all in one unified MCP server.
FAQs
A comprehensive MCP server for AI knowledge management with Elasticsearch, file operations, and version control
We found that agent-knowledge-mcp demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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