Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
WindowsMacOS
Knowledge Management · AI Chatbot
Txtai Assistant MCP
rmtech1/txtai-assistant-mcp
A Model Context Protocol (MCP) server implementation for semantic search and memory management using txtai. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities.
Install
Client configuration
{
"mcpServers": {
"txtai-assistant": {
"command": "path/to/txtai-assistant-mcp/scripts/start.sh"
}
}
}- GitHub stars
- 4
- Author
- @rmtech1
- Category
- Knowledge Management, AI Chatbot
- License
- MIT
- Updated
- Oct 6, 2026
About Txtai Assistant MCP
This project is built on top of txtai, an excellent open-source AI-powered search engine created by NeuML. txtai provides:
Features
Semantic search across stored memories
Persistent storage with file-based backend
Tag-based memory organization and retrieval
Memory statistics and health monitoring
Automatic data persistence
Comprehensive logging
Configurable CORS settings
Integration with Claude and Cline AI
Tools (6)
store_memory
Store new memory content with metadata and tags
retrieve_memory
Retrieve memories based on semantic search
search_by_tag
Search memories by tags
delete_memory
Delete a specific memory by content hash
get_stats
Get database statistics
check_health
Check database and embedding model health
Details on this page are taken from the project's README. Open README
Supported clients
Clients mentioned in this server's README:
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