Vector Search — In-Memory TF-IDF Semantic Store vs Google Drive
Side-by-side comparison of two Model Context Protocol servers. Pick the right one for Claude Desktop, Claude Code, or Cursor.
In-memory vector search API for AI agents. Store documents and query by semantic meaning using TF-IDF vectorization with cosine similarity. Lightweight…
Search and read your Drive files
Comparison
| Feature | Vector Search — In-Memory TF-IDF Semantic Store | Google Drive |
|---|---|---|
| Pricing | Free | Pro |
| Installs | — | — |
| Rating | — | — |
| Verified | — | — |
| Hosted | Hosted | Hosted |
| Tools | — | 4 |
| Category | productivity | productivity |
| Author | axel-belfort | |
| Repo | — | isaacphi/mcp-gdrive |
When to pick Vector Search — In-Memory TF-IDF Semantic Store
In-memory vector search API for AI agents. Store documents and query by semantic meaning using TF-IDF vectorization with cosine similarity. Lightweight alternative to Pinecone/Weaviate for small datasets. Tools: data_vector_search. Use this for building simple RAG systems, document matching, or semantic search over small collections (< 10K docs). IMPORTANT: For web-wide search, use web_search_query instead. Returns: {results[], scores[], matchCount}. No API key required — x402 micropayment $0.005/call on Base L2.
When to pick Google Drive
Semantic search across Google Drive. Claude reads Docs, Sheets and PDFs, summarizes them, answers questions.
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