A server providing data retrieval capabilities powered by the Chroma embedding database, enabling AI models to create and retrieve data collections using vector search, full text search, and metadata filtering.
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An MCP server providing semantic data search using embeddings and similarity matching. Facilitates AI-powered, context-aware data retrieval for development teams.
Combines Neo4j and Qdrant databases for document search with semantic relevance and context, serving as a powerful MCP server for structured and vector search.
Provides a local vector database system for semantic code search with zero-configuration setup and real-time file monitoring via MCP. Relevant as an MCP server solution.
A Pinecone MCP server providing vector search capabilities over Pinecone through the Model Context Protocol.
A purpose-built MCP server that enables semantic data retrieval via vector embeddings, allowing AI systems to perform meaning-based searches in large datasets. Qdrant is a leading example, offering standard protocols for vector operations.
Vectorize MCP Server enables semantic search and retrieval using natural language queries, optimized for performance on large-scale vector data sets. It supports customizable parameters like result counts and integrates Approximate Nearest Neighbors algorithms for efficient similarity matching. Highly relevant as a specialized MCP server for vector operations.
Source: https://github.com/chroma-core/chroma-mcp
chroma-mcp is a Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma, an open-source embedding database. It enables integration between LLM applications and external data sources, allowing AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
Flexible Client Types:
Collection Management:
Document Operations:
Supported Tools (API Endpoints):
Configuration Options:
No pricing information is provided. chroma-mcp is an open-source project.
mcp, vector-database, semantic-search, data-access, chroma
data-access-integration-mcp-servers