"author:ai-integr8tor" matching MCP servers:

Provides web search, extraction, mapping, and crawling tools through Tavily API, enabling real-time web data retrieval.

An MCP server for storing and retrieving memories using Qdrant vector search, acting as a semantic memory layer.

Enables LLMs to perform cloud browser automation tasks including navigation, actions, observation, and data extraction using Browserbase and Stagehand.

An MCP server that enables AI agents to execute terminal commands and Python code on the host system, leveraging Agent Zero's battle-tested implementation with session management and smart output handling.