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avs-docs-mcp

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A vector search MCP for document retrieval using MongoDB Atlas Vector Search and Voyage AI Context embeddings.

2 stars PythonAI & Machine Learning Updated Aug 13, 2025
atlas-vector-searchmcp-servervoyageai

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is avs-docs-mcp?

avs-docs-mcp is A vector search MCP for document retrieval using MongoDB Atlas Vector Search and Voyage AI Context embeddings.

How do I install avs-docs-mcp?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is avs-docs-mcp open source?

Yes — it is hosted on GitHub at https://github.com/patw/avs-docs-mcp and has 2 stars.

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