Claude resources tagged “vector-database”
14 curated Claude Code resources tagged vector-database in the HeyClaude directory — mostly mcp servers, tools, and collections.
Highlights from this set
Standout entries tagged vector-database, picked by their own metadata — trust tier, provenance, documentation, and recency.
All vector-database resources
Chroma
Store embeddings and metadata for AI retrieval with local, self-hosted, or cloud Chroma.
Chroma MCP Server
Connect Claude to Chroma collections, documents, vector search, and metadata filters.
DataStax Astra DB MCP Server for Claude
Official Astra DB MCP server: manage collections, records, and vector search from Claude.
LanceDB
Store multimodal data and run vector, full-text, and SQL retrieval for AI applications.
MariaDB MCP Server
Connect Claude to MariaDB schemas, read-only SQL, and optional vector-store tools.
Milvus
Run scalable vector, sparse, and hybrid search for RAG and AI retrieval systems.
Milvus MCP Server
Connect Claude to Milvus collections, vector search, hybrid search, and database operations.
Open WebUI
Self-hosted AI web UI for Ollama and OpenAI-compatible APIs with RAG, tools, model builder, web search, vector databases, plugins, and enterprise auth.
Pinecone Developer MCP Server
Connect Claude to Pinecone projects and docs to list and describe indexes, create integrated-inference indexes, upsert and search records, run cascading search, and rerank results.
Qdrant MCP Server for Claude
Official Qdrant MCP server for finding and optionally storing semantic memory in Qdrant collections with FastEmbed embeddings.
Self-Hosted AI Operator Stack
Operator bundle for local models, self-hosted MCP, model routing, retrieval, model APIs, container rebuilds, and image security scans.
Vectara MCP Server for Claude
Official Vectara MCP: RAG query, semantic search & hallucination correction from Claude.
Signal coverage
How these 14 resources score on the trust and safety signals HeyClaude reviews — counted from this set, not the directory as a whole.
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