Claude resources tagged “embeddings”
10 curated Claude Code resources tagged embeddings in the HeyClaude directory — mostly mcp servers and tools.
Highlights from this set
Standout entries tagged embeddings, picked by their own metadata — trust tier, provenance, documentation, and recency.
All embeddings resources
Chroma MCP Server
Connect Claude to Chroma collections, documents, vector search, and metadata filters.
Jina AI MCP Server for Claude
Official Jina AI MCP: read URLs, web/arxiv search, embeddings & reranker from Claude.
Kreuzberg MCP Server
Run `kreuzberg mcp` to give Claude and other MCP clients stdio access to Kreuzberg's document extraction engine, embedding tools, chunking, cache management, structured extraction, and Docker-backed deployment options.
MariaDB MCP Server
Connect Claude to MariaDB schemas, read-only SQL, and optional vector-store tools.
Milvus MCP Server
Connect Claude to Milvus collections, vector search, hybrid search, and database operations.
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.
Sentence Transformers
Build embeddings, sparse encoders, rerankers, and semantic search pipelines.
Signal coverage
How these 10 resources score on the trust and safety signals HeyClaude reviews — counted from this set, not the directory as a whole.
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