Chroma MCP Server provides vector database integration for LLM applications, enabling AI models to create and manage collections of data with vector search capabilities. Built by Chroma Core, it supports multiple client types (ephemeral, persistent, HTTP, and cloud), offers comprehensive collection management tools, and enables document operations including adding, querying, and retrieving with advanced filtering options. The implementation integrates seamlessly with Claude Desktop through simple configuration options and supports environment variables for flexible deployment, making it ideal for workflows requiring memory capabilities such as knowledge bases and context-aware conversations.
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List all collections with pagination support.
Create a new collection with optional HNSW configuration.
View a sample of documents in a collection.
Get detailed information about a collection.
Get the number of documents in a collection.
Update a collection's name or metadata.
Delete a collection.
Add documents with optional metadata and custom IDs.
Query documents using semantic search with advanced filtering.
Retrieve documents by IDs or filters with pagination.
Update existing documents' content, metadata, or embeddings.
Delete specific documents from a collection.
