TxtAi Memory Vector Server

Alternatives to TxtAi Memory Vector Server

• MCP-Ragdocs

  qpd-v

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

  14

  74

  JavaScript

  Apache 2.0

• MCP-Mem0

  coleam00

  Verified

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides AI agents with persistent memory capabilities through Mem0, allowing them to store, retrieve, and semantically search memories.

  2

  Python

  MIT License

• MCP Server for Qdrant

  Jimmy974

  -

  security

  F

  license

  -

  quality

  A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

• Search1API MCP Server

  fatwang2

  Verified

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

  5

  206

  111

  TypeScript

  MIT License

• Dual MCP Server for IoT & Memory

  jordy33

  -

  security

  F

  license

  -

  quality

  Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.

  1

  Python

• Memory MCP Server

  grizzlypeaksoftware

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that enables Claude to persistently store, search, and manage text memories with tags in a local JSON file.

  TypeScript