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"Using an AI Agent for Structured Search and Traversal in a Neo4j Database" matching MCP servers:

  • Structured-sh by structured-sh

    Structured-shofficial

    structured-sh
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server providing managed persistent memory for AI agents. Read and write structured state across sessions, tools, and restarts at 1000+ requests per second, with no infrastructure to self-host or operate.
    2
    Apache 2.0

  • Neo4j GraphRAG MCP Server

    neo4j-field
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.
    5
    2
    MIT

  • NeoCoder Neo4j AI Workflow

    angrysky56
    A
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.
    30
    20
    MIT

  • 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

  • Database Tools for Claude AI

    elber-code
    A
    license
    B
    quality
    D
    maintenance
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    1
    0
    4
    MIT

  • Neo4j MCP Server

    Tobarrientos2
    A
    license
    B
    quality
    D
    maintenance
    An implementation for managing Neo4j graph database operations through the Model Context Protocol, enabling users to execute Cypher queries against their Neo4j database via AI assistants like Cursor and Claude Desktop.
    1
    10
    4
    ISC
  • io.github.neo4j-labs/neo4j-mcp-canary by neo4j-labs

    io.github.neo4j-labs/neo4j-mcpofficial

    neo4j-labs
    F
    license
    Not graded
    quality
    C
    maintenance
    Neo4j MCP Canary is a fast-moving, experimental release of the Neo4j MCP server for customers who want to explore emerging capabilities before they are considered for the official server.
    2

  • Neo4j MCP

    cxt9
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.
    MIT

  • neo4j-mcp

    lesleslie
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Neo4j graph database operations, enabling Cypher queries, node/relationship management, and schema discovery.
    1
    BSD 3-Clause

  • Neo4j MCP Server

    ezedinff
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Neo4j databases from the Cursor IDE by executing Cypher queries, managing connections, and retrieving database information.
    3

  • neo4j-mcp-gateway

    jeffneo
    F
    license
    A
    quality
    B
    maintenance
    A single local MCP gateway for Neo4j that exposes both proxied generic Neo4j tools (schema, Cypher, GDS) and custom YAML-defined use-case tools behind one stdio endpoint.
    3

  • MCP Neo4j Server

    da-okazaki
    A
    license
    B
    quality
    F
    maintenance
    This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database.
    3
    79
    59
    MIT

  • Personal Neo4j Memory Server

    jeelidev
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with persistent, graph-based memory using Neo4j, enabling semantic search and complex relationship tracking. It features specialized Cloudflare Access support for secure remote connections and isolated multi-database management for different projects.
    18
    MIT

  • Neo4j MCP Server

    vpro1032
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.
    MIT