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"Reading Local Project Files to Assist Development" matching MCP servers:

  • Local YDB MCP

    astandrik
    A
    license
    A
    quality
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    maintenance
    TypeScript stdio MCP server for operating Docker-based local-ydb deployments from AI coding agents. Supports local and SSH-backed profiles, bootstrap, diagnostics, auth hardening, schema permissions, storage workflows, dump/restore, upgrades, and plan-first mutating operations.
    39
    4
    MIT

  • n8n Local Control

    RobertIonutF
    A
    license
    -
    quality
    B
    maintenance
    MCP server that turns natural-language requests into configured n8n workflows and safely operates a local n8n Docker stack, including workflow management, API access, and Docker lifecycle operations with confirmation-based safety.
    MIT

  • DDEV MCP

    codingsasi
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    49
    13
    GPL 2.0

  • DDEV MCP Server

    AkibaAT
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.
    5
    49
    3
    GPL 2.0

  • mcp-devcontainers

    AI-QL
    A
    license
    -
    quality
    D
    maintenance
    MCP server for generating and configuring development containers from devcontainer.json files, enabling management of devcontainer environments through tools like devcontainer_up, devcontainer_exec, and cleanup.
    9
    8
    MIT

  • mcp-openmsx

    nataliapc
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    quality
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    maintenance
    This MCP provides comprehensive tools and resources for MSX software development, testing, and automation through openMSX emulator.
    70
    GPL 2.0

  • kom

    weibaohui
    A
    license
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    quality
    C
    maintenance
    Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
    149
    MIT

  • devenv-mcp-server

    ClaudiuJitea
    F
    license
    -
    quality
    D
    maintenance
    Provisions Docker-based development environments on demand, allowing AI agents to create, manage, and inspect containerized dev environments without manual setup.

  • MCP Ansible Server

    bsahane
    F
    license
    -
    quality
    F
    maintenance
    Enables comprehensive Ansible automation management through natural language, including playbook creation and execution, inventory management, role scaffolding, and project workflows. Supports both local inventories and full project lifecycle management with syntax validation and idempotency testing.
    29

  • VMware-Monitor

    vmware-skills
    A
    license
    A
    quality
    A
    maintenance
    Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    27
    11
    MIT

  • ops-copilot-mcp

    mariuszbyahoo
    F
    license
    A
    quality
    B
    maintenance
    A self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm protocol for state-changing operations and append-only audit logging.
    4

  • VMware-AIops

    vmware-skills
    A
    license
    A
    quality
    A
    maintenance
    AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    44
    68
    MIT

  • moo2-mcp

    rapaul
    A
    license
    A
    quality
    B
    maintenance
    Enables AI to observe and control the DOS game Master of Orion 2 by reading emulator memory and simulating mouse/keyboard input.
    2
    MIT