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"An introduction to Neo4j, a graph database management system" matching MCP servers:

  • reelier

    seldonframe
    -
    license
    -
    quality
    C
    maintenance
    Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt ā€” a snapshot-testing and deterministic-execution layer for Agent Skills.
    Last updated
    5
    1
  • pinnedai-mcp by pinnedai

    pinnedai-mcpofficial

    pinnedai
    A
    license
    A
    quality
    A
    maintenance
    Stops your AI from re-introducing bugs, leaking provider keys, or weakening tests. Bug fixes become permanent regression guards; blocked mistakes become AI lessons the agent reads and learns from before its next edit.
    Last updated
    6
    2
    Apache 2.0

  • gitea-mcp

    nikitatsym
    A
    license
    A
    quality
    A
    maintenance
    An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.
    Last updated
    7
    MIT
  • Lintbase by lintbase

    Lintbaseofficial

    lintbase
    A
    license
    A
    quality
    D
    maintenance
    Developers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. šŸ¤– Stops AI
    Last updated
    3
    2
    MIT
  • astro-airflow-mcp by astronomer

    astro-airflow-mcpofficial

    astronomer
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.
    Last updated
    31
    12
    Apache 2.0
  • LocalStack MCP Server by localstack

    LocalStack MCP Serverofficial

    localstack
    A
    license
    A
    quality
    F
    maintenance
    A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.
    Last updated
    7
    546
    25
    Apache 2.0

  • dev-loop-mcp

    soynog
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that automates the full software development lifecycle through an AI-driven TDD state machine. It handles everything from task decomposition and test-driven development to integration testing and automated pull request creation.
    Last updated
    4

  • cyntrisec

    cyntrisec
    A
    license
    A
    quality
    B
    maintenance
    A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet ā†’ Role ā†’ DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.
    Last updated
    15
    4
    Apache 2.0

  • MCP Atlas

    mpreziuso
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to manage database migrations and validate schemas using the Ariga Atlas CLI. It provides tools for applying migrations, generating diffs, linting, and checking migration status through natural language.
    Last updated
    6
    2
    1
    MIT

  • Bazel MCP Server

    nacgarg
    A
    license
    A
    quality
    D
    maintenance
    A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.
    Last updated
    6
    9
    MIT

  • MWAA MCP Server

    paschmaria
    A
    license
    A
    quality
    B
    maintenance
    Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) environments and operations including DAG management, workflow execution monitoring, and access to Airflow connections and variables through a unified interface.
    Last updated
    21
    2
    Apache 2.0