Skip to main content
Glama
neo4j-field

Neo4j GraphRAG MCP Server

by neo4j-field
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to Neo4j GraphRAG MCP Server

No user-submitted related servers found.

    Related Servers

    • Neo4j MCP Server

      alvaropaco
      A
      license
      A
      quality
      B
      maintenance
      MCP server for Neo4j that provides abstract graph operations for LLMs, enabling safe and consistent interaction with Neo4j databases through tools like search, insert, update, delete, and schema introspection.
      8
      MIT

    • GraphRAG TypeScript MCP Tools

      Akakinad
      F
      license
      C
      quality
      C
      maintenance
      An MCP server that connects AI assistants to a Neo4j graph database, enabling querying of movie data through tools like graph statistics, genre-based search, and movie details, along with advanced features such as LLM sampling and completions.
      4
      -

    • hybrid-recall

      cutlerbenjamin1-cmd
      A
      license
      A
      quality
      C
      maintenance
      A local MCP server enabling hybrid search over documents, memory, and knowledge graphs for retrieval-augmented generation, with tools for SQLite, semantic memory, and entity-relationship queries.
      4
      1
      MIT

    • Neo4j YASS MCP

      hdjebar
      A
      license
      Not graded
      quality
      C
      maintenance
      Production-ready MCP server for Neo4j graph databases, enabling natural language to Cypher query translation with enterprise security and async performance.
      MIT
    Deploy Server
    RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

    TDQS

    A4.2/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no overlap: fulltext_search uses Lucene queries, vector_search uses embeddings, search_cypher_query combines both with graph traversal, read_neo4j_cypher handles general read queries, and get_neo4j_schema_and_indexes provides metadata. The descriptions explicitly differentiate their use cases and when to apply each, preventing confusion.

    Naming Consistency5/5

    All tool names follow a consistent snake_case pattern with clear verb_noun or noun_verb structures: fulltext_search, vector_search, search_cypher_query, read_neo4j_cypher, get_neo4j_schema_and_indexes. The naming is predictable and readable, making it easy for agents to infer functionality.

    Tool Count5/5

    With 5 tools, this server is well-scoped for Neo4j GraphRAG operations. It covers essential search methods (fulltext, vector, hybrid), general querying, and schema inspection without being overly sparse or bloated. Each tool serves a unique and necessary function in the workflow.

    Completeness4/5

    The toolset provides strong coverage for search and querying in a Neo4j GraphRAG context, including schema inspection, multiple search types, and flexible Cypher execution. A minor gap is the lack of write operations (e.g., create/update nodes), but this aligns with a read-focused RAG server, and agents can work around this limitation.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources