Back to MCP Servers
TxtAi Memory Vector Server

TxtAi Memory Vector Server

Public
rmtech1/txtai-assistant-mcp

Model Context Protocol server offering advanced semantic search, persistent memory management, tag-based organization, and seamless integration with AI assistants for enhanced contextual understanding and retrieval.

python
0 tools
May 30, 2025
Updated Jun 4, 2025

Supercharge Your AI with TxtAi Memory Vector Server

MCP Server

Unlock the full potential of TxtAi Memory Vector Server through LangDB's AI Gateway. Get enterprise-grade security, analytics, and seamless integration with zero configuration.

Unified API Access
Complete Tracing
Instant Setup
Get Started Now

Free tier available • No credit card required

Instant Setup
99.9% Uptime
10,000+Monthly Requests
Configuration Requirements
none
Configure authentication and required variables to access this MCP server
Required Environment Variables
HOST
Optional
string

Server host address

Default: 0.0.0.0
PORT
Optional
string

Server port number

Default: 8000
LOG_LEVEL
Optional
string

Logging configuration level

Default: DEBUG
MAX_MEMORIES
Optional
string

Maximum number of memories to store (0 for unlimited)

Default: 0
CORS_ORIGINS
Optional
string

CORS configuration for allowed origins

Default: *

Security Notice

Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.

Related MCPs5
  • Memory MCP Server
    Memory MCP Server

    Model Context Protocol server enabling persistent storage, retrieval, search, and management of text memories with tagging support, using local JSON file storage for seamless integration and efficient memory handling.

    Added May 30, 2025
  • Dual MCP Server for IoT Memory
    Dual MCP Server for IoT Memory

    Provides Model Context Protocol-based interfaces for IoT device control with real-time monitoring and MQTT support, alongside persistent memory management featuring long-term storage and semantic search capabilities for enhanced automation and AI contextual awareness.

    Added May 30, 2025
  • Optimized Memory MCP Server V2
    Optimized Memory MCP Server V2

    High-performance Python-based Model Context Protocol server offering efficient memory management, robust infrastructure tracking, SQLite persistent storage, and seamless Claude Desktop integration.

    Added May 29, 2025
  • Simple Memory Extension MCP Server
    Simple Memory Extension MCP Server

    Extend agent memory and context windows with a Model Context Protocol server offering namespace management, key-value storage, and advanced semantic search using E5 embeddings for efficient recall and context handling.

    Added May 30, 2025
  • Knowledge Graph Memory Server
    Knowledge Graph Memory Server

    Provides persistent memory through a local knowledge graph enabling entity management, relationship mapping, observation tracking, and advanced search to enhance contextual understanding in Model Context Protocol applications.

    9 tools
    Added May 29, 2025