free-ai-lab free-ai-lab
Official Implementations

qdrant/mcp-server-qdrant

Open on GitHub ↗
1.5k Python #Vector database#RAG#Knowledge base

About

The Qdrant vector-database MCP: lets AI operate a knowledge base directly for semantic retrieval — the standard vector storage for RAG applications.

Category
Official Implementations
GitHub Star
1.5k
Primary language
Python
Usage tips: This project falls under the Official Implementations category. For installation steps, configuration details and permission settings, always refer to the repository README — click the GitHub repository ↗ for official docs; if you run into issues, search similar questions in the repo's Issues first.

Related projects

View all →
178k

An official Microsoft document-conversion tool that turns Word, PDF, Excel and PPT into Markdown in one click, so AI can read your documents directly.

#Microsoft official#Document conversion#Markdown
GitHub ↗

Let your AI agent see the entire internet: read and search content from Twitter, Reddit, YouTube, GitHub and more. An essential tool for information-seeking agents.

#Web access#Search#Information retrieval
GitHub ↗
36.7k

An official Microsoft MCP server for browser automation: lets AI agents control a browser to click, fill forms, screenshot and scrape. The go-to for web automation.

#Microsoft official#Browser#Automation
GitHub ↗