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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
  • 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
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT
  • @pipeworx/in-bmv by pipeworx-io

    @pipeworx/in-bmvofficial

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables retrieval and filtering of Indiana Bureau of Motor Vehicles (BMV) locations, including branches, self-service kiosks, and motorcycle training sites.
    18
    MIT
  • Neo4J MCP Server by CData by CDataSoftware

    Neo4J MCP Server by CDataofficial

    CDataSoftware
    A
    license
    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to Neo4J data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for Neo4J (https://www.cdata.com/drivers/neo4j/download/mcp).
    MIT
  • Feedico AI Coupon Agent by feedico-io

    Feedico AI Coupon Agentofficial

    feedico-io
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that turns AI IDEs into a Feedico coupon agent, enabling natural language queries for live affiliate coupons and merchants across multiple languages.
    MIT
  • Memstate AI - Agent Memory System by memstate-ai

    Memstate AI - Agent Memoryofficial

    memstate-ai
    A
    license
    A
    quality
    D
    maintenance
    Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.
    7
    30
    7
    Apache 2.0
  • adrex-ai by adrex-ai

    adrex-aiofficial

    adrex-ai
    A
    license
    B
    quality
    B
    maintenance
    Open-source MCP server for Google Ads (Meta Ads coming soon) that lets AI assistants manage ad campaigns, reporting, keywords, and targeting in plain English from any MCP client, with safety-first creation of paused campaigns.
    54
    57
    2
    MIT
  • doc-search by SodaShikenn

    doc-searchofficial

    SodaShikenn
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.
    MIT
  • cerase-search MCP by cerase-ai

    cerase-search MCPofficial

    cerase-ai
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables web search and deep multi-source research for Cerase agents via LiteLLM proxy, with billing attribution per agent.
    MIT
  • ExecuteAutomation Database Server by executeautomation

    ExecuteAutomation Databaseofficial

    executeautomation
    A
    license
    Not graded
    quality
    F
    maintenance
    A Model Context Protocol server that enables LLMs like Claude to interact with SQLite and SQL Server databases, allowing for schema inspection and SQL query execution.
    853
    379
    MIT
  • Kernora Agent Security by kernora-ai

    Kernora Agent Securityofficial

    kernora-ai
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides a zero-install security baseline for AI coding agents, with tools to retrieve curated security rules and check actions against them for self-correction.
    1
    Apache 2.0
  • FoundryNet Search by FoundryNet

    FoundryNet Searchofficial

    FoundryNet
    F
    license
    Not graded
    quality
    F
    maintenance
    Enables web search and AI-summarized answers via an x402-gated gateway, with options for structured results or enriched summaries, accessible as an MCP server.
  • @event4u/agent-config by event4u-app

    @event4u/agent-configofficial

    event4u-app
    A
    license
    A
    quality
    A
    maintenance
    Universal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.
    6
    20
    2,339
    7
    MIT
  • Brave Search MCP Server by brave

    Brave Search MCP Serverofficial

    brave
    A
    license
    A
    quality
    A
    maintenance
    An MCP implementation that integrates the Brave Search API, providing comprehensive search capabilities including web, local business, image, video, news searches, and AI-powered summarization.
    89
    8
    26,533
    1,392
    MIT
  • Agent Coherence — Stale Write Guard (FS) by Cohexa-ai

    Agent Coherence — Stale Writeofficial

    Cohexa-ai
    A
    license
    A
    quality
    A
    maintenance
    Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and retries. Single-host, TLA+-verified.
    5
    11
    Apache 2.0