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  • open-context

    incu6us
    A
    license
    A
    quality
    C
    maintenance
    A high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.
    18
    3
    MIT

  • annolux-mcp

    eason4kim-rocket
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to run curated English and Chinese web searches through a single search_web MCP tool, returning each result with explicit fetched_at timestamps for grounded, provenance-aware answers.
    Apache 2.0

  • LLM Optimizer

    jonradoff
    A
    license
    Not graded
    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

  • mcp-exec

    inhuman
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that executes caller-supplied Python code in a network-isolated, locked-down sandbox and returns stdout/stderr/exit code. Supports stdio, HTTP, and SSE transports with optional auth.
    1
    MIT

  • Sandbox MCP

    pottekkat
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
    118
    MIT

  • go-stock-mcp

    WJS-WEB
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    Provides read-only access to Chinese A-share stock market data such as quotes, K-lines, financials, capital flows, news, and research reports via a stdio MCP server for DeepSeek Harness and other MCP clients.
    GPL 3.0

  • mcp-server-go-quality

    afshinator
    A
    license
    Not graded
    quality
    B
    maintenance
    One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnostic\[] array with consistent file:line:column navigation, parallel execution, and zero-config auto-install - for golang development.
    MIT

  • Multi Database MCP Server

    FreePeak
    A
    license
    Not graded
    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

  • wa

    yolo-labz
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to interact with WhatsApp through a safety-first MCP server, with tools for sending messages, media, searching chats, and managing drafts, all governed by default-deny allowlists and non-overridable rate limits.
    Apache 2.0

  • mcp-shell

    sonirico
    A
    license
    Not graded
    quality
    A
    maintenance
    Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
    98
    GPL 3.0

  • mcp-k8s-ro

    your-ko
    A
    license
    Not graded
    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

  • go-mcp-postgres

    guoling2008
    A
    license
    Not graded
    quality
    D
    maintenance
    what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) server designed for interacting with Postgres databases, allowing for easy CRUD operations and automation without the need for a Node.js or Python environment.
    7
    MIT

  • venv-manager

    jacopobonomi
    A
    license
    Not graded
    quality
    A
    maintenance
    Python venv runtime for AI agents. MCP server exposing list/create/describe/install/run/exec/snapshot/rollback/scan as typed tools
    47
    MIT

  • jmap-mcp

    mikluko
    F
    license
    Not graded
    quality
    C
    maintenance
    MCP server exposing JMAP email and Sieve script operations as tools, enabling mailbox management, email creation, search, flagging, and Sieve script management.
    1