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  • A
    license
    A
    quality
    A
    maintenance
    Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.
    8
    172
    6
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enforces mandatory human approval before LLM agents can edit files, create files, or execute shell commands, using session tokens and audit logging.
    4
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables AI to execute registered system commands across platforms using a stable program + args interface, without requiring shell-specific syntax or tool discovery.
    2
    1
    -
  • F
    license
    A
    quality
    C
    maintenance
    An all-in-one MCP server for local LLMs that provides live web access, math, shell/code execution, filesystem access, memory, and RAG over local files using LM Studio embeddings.
    39
    -
  • A
    license
    A
    quality
    C
    maintenance
    Sandboxed bash execution MCP server for AI agents, using an in-memory virtual filesystem overlay to prevent real filesystem damage, with configurable network access, timeouts, and optional Python/JS runtimes.
    9
    49
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Provides AI coding agents with structured, evidence-based diagnostics about the local development environment, detecting tech stack, runtime mismatches, dependency state, services, ports, and Git status without exposing secrets or using network calls.
    10
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables remote server management through SSH and SFTP, supporting command execution, file transfers, and interactive shell sessions. It allows for multiple concurrent connections using either password or SSH key authentication.
    11
    19
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A simple MCP server that provides waiting functionality to pause until other tasks finish, with progress reporting and support for CLI or HTTP server with SSE.
    1
    24
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides 20 essential tools including HTTP requests, web search, file I/O, shell commands, and persistent memory for any MCP client, with zero configuration required.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to securely execute remote commands via SSH or JumpServer, with flexible gateway configuration and plugin-based matchers for JumpServer login interfaces.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An agent-capable MCP server with terminal access, filesystem control, and persistent memory. It includes sandboxing, access control, activity logging, and a file-backed memory store for context across conversations.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables users to save frequently used long prompts as simple shortcuts like /review or /debug. Transform 500-word prompts into 8-character commands across any MCP-compatible platform.
    15
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight MCP server that enables natural language interaction with Kubernetes clusters, allowing management of pods, deployments, namespaces, and cluster resources through conversational queries or API endpoints.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes an interactive terminal over MCP, enabling remote shell command execution, file operations, and directory management via ChatGPT or Claude Desktop.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A persistent AI partner MCP server that keeps identity, memory, goals and refusals in a local SQLite substrate, renting language work from Claude, ChatGPT, Kimi, local models or any BYOK OpenAI-compatible provider, with governed shell/fs/http tools, MCP "hands" gated by state-transition-validated cognition, loopback-only security, and tamper-evident audit.
    8
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables remote log searching, tailing, and file reading across servers via MCP tools, with pluggable execution via SSH, pyinfra, or local commands.
    Apache 2.0