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chroma-core

Chroma MCP Server

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by chroma-core
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Python
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Alternatives to Chroma MCP Server

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    Related Servers

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    • Chroma MCP Server

      privetin
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    • ChromaDB MCP Server

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    • local-rag-mcp-server

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      A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.8/5.0

    Scored across 13 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose targeting specific Chroma operations. For example, chroma_get_documents retrieves documents with filtering, while chroma_query_documents performs semantic search; chroma_peek_collection provides a quick preview, and chroma_get_collection_info returns metadata. No tools appear to overlap in functionality.

    Naming Consistency5/5

    All tools follow a consistent 'chroma_verb_noun' pattern with snake_case throughout. The naming convention is perfectly uniform, making it easy to predict tool names and understand their functions at a glance.

    Tool Count5/5

    With 13 tools, this server provides comprehensive coverage for Chroma vector database operations without being overwhelming. The count aligns well with the domain scope, offering complete collection management and document CRUD operations.

    Completeness5/5

    The toolset provides complete coverage for Chroma operations: collection lifecycle (create, list, get info, modify, fork, delete), document lifecycle (add, get, update, delete, query), and utility functions (count, peek). No obvious gaps exist for typical vector database workflows.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

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