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"An introduction to OSINT (Open Source Intelligence)" matching MCP servers:

  • Open Automation Platform MCP

    joenukem
    F
    license
    B
    quality
    C
    maintenance
    Exposes open automation platform capabilities to AI agents with tools for managing job templates, inventories, collections, EDA activations, audit events, and policy checks, governed by gateway auth, RBAC, and policy enforcement.
    7

  • LUMINO MCP Server

    spre-sre
    A
    license
    -
    quality
    C
    maintenance
    An open source MCP server empowering SREs with intelligent observability, predictive analytics, and AI-driven automation across Kubernetes, OpenShift, and Tekton environments.
    11
    Apache 2.0

  • Gitlab MCP Server

    jmrplens
    A
    license
    A
    quality
    A
    maintenance
    Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.
    2
    31
    MIT

  • reelier

    seldonframe
    A
    license
    A
    quality
    A
    maintenance
    Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.
    5
    886
    1
    MIT

  • act-mcp

    Isco0819
    F
    license
    A
    quality
    C
    maintenance
    Exposes tools to list, run, and inspect GitHub Actions workflows locally via act, enabling debugging and fixing failures through an agent loop.
    3

  • Yellhorn MCP

    msnidal
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    5
    14

  • 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.
    4

  • JFrog MCP

    mSaeedS
    A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server for JFrog Artifactory repository intelligence, enabling listing repositories and paths, fetching metadata, properties, and stats, and performing bounded file searches without mutation.
    10
    MIT

  • argocd-mcp

    severity1
    A
    license
    A
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.
    10
    12
    MIT

  • loopsense

    jarvisassistantux
    A
    license
    A
    quality
    D
    maintenance
    LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.
    9
    15
    2
    MIT

  • 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.
    6
    11
    1
    MIT

  • play-store-mcp

    lusky3
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that connects to the Google Play Developer API to deploy apps, manage releases, respond to reviews, and monitor app health through an AI assistant.
    27
    14
    MIT