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"How to access and read GitLab repositories" matching MCP servers:

  • 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

  • cnnfag

    wildsurfer
    A
    license
    -
    quality
    A
    maintenance
    CNN's Fear & Greed index for the US stock market: current score and rating, the seven component indicators, and about a year of daily history. Go standard library only, no API key required.
    2
    MIT

  • prismAId

    open-and-sustainable
    A
    license
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    quality
    A
    maintenance
    MCP server that enables AI assistants to drive systematic literature review workflows, including screening, downloading, converting, and reviewing papers through natural language conversation.
    27
    AGPL 3.0

  • LogMCP

    kascada
    A
    license
    A
    quality
    A
    maintenance
    MCP server — read-only log access for AI assistants. Debug your Linux server with AI, without giving the AI shell access.
    7
    4
    MIT

  • aws-mcp-connector

    FerhatDundar
    A
    license
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    quality
    A
    maintenance
    Talk to AWS CLI from an MCP-speaking agent. Run any aws <service> <operation> command through the Model Context Protocol, with read-only defaults and gated write access.
    MIT

  • LLM Optimizer

    jonradoff
    A
    license
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    quality
    B
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    10
    MIT

  • Multi Database MCP Server

    FreePeak
    A
    license
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    quality
    B
    maintenance
    The Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.
    411
    MIT

  • godoc-mcp

    mrjoshuak
    A
    license
    -
    quality
    B
    maintenance
    godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.
    124
    MIT

  • kubernetes-mcp

    kkb0318
    A
    license
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    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that provides safe, read-only access to Kubernetes resources for debugging and inspection. Built with security in mind, it offers comprehensive cluster visibility without modification capabilities.
    45
    MIT

  • paprika-mcp

    aarons22
    A
    license
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    quality
    B
    maintenance
    An MCP server that provides read-only access to the Paprika Recipe Manager, allowing users to list and retrieve recipes, grocery items, and meal plans. It enables seamless interaction with recipe details and category information through the Paprika API.
    4
    MIT

  • CMDOP Machine Care

    commandoperator
    A
    license
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    quality
    B
    maintenance
    Read-only health and storage diagnostics for an enrolled CMDOP machine fleet.
    Apache 2.0

  • k8s-mcp-go

    kaneg
    A
    license
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    quality
    A
    maintenance
    Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides explicit readonly, readwrite, and dangerous permission modes, plus MCPB bundles for desktop clients.
    2
    MIT

  • mcp-k8s-ro

    your-ko
    A
    license
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    quality
    B
    maintenance
    A read-only MCP server that gives Claude safe access to Kubernetes clusters, enabling listing, describing, and monitoring resources without mutation risks and with secret masking.
    1
    MIT

  • mcp-server-mysql

    Kurok1
    A
    license
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    quality
    A
    maintenance
    A security-first MySQL MCP server that uses AST parsing and multi-layer defense to allow AI to safely query MySQL databases with configurable read/write access, table whitelists, and audit logging.
    Apache 2.0

  • AnchorDB

    jolovicdev
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    license
    -
    quality
    -
    maintenance
    An MCP server that stores notes attached to specific code locations and keeps them attached as code moves, enabling coding agents to read context before editing and leave handoff notes for future sessions.