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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,153 matching servers on stars, growth, downloads and maintenance. Updated .

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"The revanthlevaka/OpenYantra GitHub repository" matching MCP servers:

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI coding agents to run one-shot commands and copy single files to and from remote servers through The Bastion, which authenticates, authorizes, and records each action. Access is controlled by the bastion rather than allowlists or deny lists.
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Exposes persistent, stateful remote Bash sessions to AI agents via SSH, enabling command execution with preserved working directory and environment.
    7
    73 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets AI coding agents read an outline of a large file or a digest of noisy command output instead of the full text, while every hidden line stays retrievable on disk through a run handle. Agents can request only the line ranges, slices, or grep matches they need and list recent runs, cutting token spend without losing information.
    5
    41 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides sandboxed shell command execution with configurable security policies, enabling safe AI-assisted command runs within a project repository.
    3
    6 npm
    2
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Deterministic repository context packing for AI coding agents: selects, compresses, and budgets only the files a task needs. Measured 83% fewer input tokens at the same task coverage, fully local, no LLM in the loop.
    9
    41 PyPI
    9
    -
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server for FPGA toolchain operations including linting, simulation, synthesis, place-and-route, bitstream programming, and IP core registry via GitHub.
    25
    8
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.
    3
    MIT
  • A
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    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) SSH client server that provides autonomous SSH operations for GitHub Copilot and VS Code. Enable natural language SSH automation without manual prompts or GUI interactions.
    20
    2
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables MCP clients to drive developer workflows through APIs and CLIs, with explicit workspace or trusted-workstation launch modes, bounded command previews, multi-repository rules discovery, and an on-demand skills/recipes entry point. It lets agents review changes, run commands, and load only the smallest relevant rule or skill while reporting evidence and unverified steps.
    19
    1
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    A lightweight MCP server that acts as a secure proxy for AI assistants to run local Git operations and GitHub API macros simultaneously.
    1
    ISC
  • A
    license
    B
    quality
    C
    maintenance
    Enables local MCP clients to run Sailfish OS device, SDK, OBS, and Android/AppSupport development workflows via typed tools for SSH access, screenshots, touch injection, builds, logs, services, and repository checks.
    35
    2
    BSD Zero Clause
  • A
    license
    B
    quality
    D
    maintenance
    Enables executing mgit push operations to manage and synchronize multiple Git repositories with batch commit and push capabilities. Supports multiple instances with repository isolation and operation logging.
    3
    4 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Wraps the OrcaSlicer CLI to enable AI agents to slice 3D models, run parameter sweeps, and analyze G-code.
    114 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP hosts to batch known repository reads, literal searches and Git inspections, summarize noisy command output into compact diagnostics, and recover captured stdout/stderr bytes through bounded, expiring evidence receipts. Optional guarded TypeSafe decisions select among validated candidate actions or escalate to the current host, while deterministic local reads run without a key and never send repository contents externally.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server that folds function and class implementations into structural skeletons while preserving signatures, interfaces, and docstrings, reducing tokens by up to 90%+ for AI agents. Exposes tools to get repository skeletons, unfold specific symbols on demand, and retrieve exact token and prompt cost savings metrics.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides agentic MCP tools for the Flux Framework, enabling job submission, management, and resource scheduling for HPC workloads.
    41 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT to securely control remote development servers over OAuth-protected MCP, exposing workspace-bounded tools for file editing, command execution, Git operations, and running Codex or GitHub Copilot subagents.
    13 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables execution of ROS 2 CLI commands through the Model Context Protocol, supporting configurable timeouts, working directories, and secure command whitelisting.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to remotely drive a vibeOS desktop, including reading the desktop, managing files, editing OS files, and executing commands in the VM.
    163 npm
    MIT