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  • A
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    maintenance
    Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.
    8
    Apache 2.0
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    license
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    maintenance
    Enables AI agents to securely connect to and manage remote servers via SSH, with tools for running commands, file operations, log inspection, service management, and system monitoring under configurable access controls and audit logging.
    12
    5 npm
    1
    MIT
  • A
    license
    A
    quality
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    Lets Claude manage tmux sessions on Linux — start long-running ML training jobs, check their output, send keystrokes, and kill them.
    7
    41 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Runs commands on machines you cannot SSH into by publishing steps to a transport the far side already reaches (git, file share, S3, relay), then reads back a log with every line timestamped in UTC. Seven tools cover send, status, logs, stall detection and a pre-flight check.
    7
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Enables natural language SSH server management via Claude Code, allowing users to read logs, check services, run commands, and transfer files across multiple servers.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that exposes Ansible modules to AI agents with a search-schema-check-execute workflow, enabling safe ad-hoc runs via check mode by default. It provides tools to search modules, fetch schemas, run modules, and list collections.
    5
    3
    Apache 2.0
  • F
    license
    A
    quality
    C
    maintenance
    Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.
    6
    1
    -
  • F
    license
    A
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    maintenance
    An MCP server that provides tools to interact with CLI applications, enabling process management including start, stop, check status, send input, and read output.
    8
    -
  • A
    license
    A
    quality
    B
    maintenance
    Lets an AI assistant check on a ZimaBlade or any Docker host over plain SSH (load, top processes, container stats, logs, disk) and restart only allowlisted containers. Nothing to install on the box.
    7
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    MCP server for hledger that exposes double-entry accounting tools to AI agents, enabling balance queries, transaction history, budget reports, and adding transactions to a journal.
    4
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables coding agents to work on the MUSICA supercomputer without hand-written ssh and sbatch by providing tools to sign in, run light commands, draft, check, submit, wait for, and read jobs, move files, and monitor budgets, while enforcing runbook rules and human approval for expensive or destructive actions.
    21
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    For people who want their AI to run the build, read the error and check the dev server itself, instead of pasting output into chat. Works with Claude Desktop (one-click installer), Cursor, Claude Code and Cline. Runs locally over stdio or HTTP, no telemetry. A seatbelt for everyday mistakes, not a sandbox.
    20
    110 npm
    MIT
  • A
    license
    B
    quality
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    maintenance
    Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.
    3
    11
    MIT
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    quality
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    Enables coding agents to reduce context tokens by requesting file outlines, individual symbols, compact searches, and condensed test, lint, and type-check failures instead of reading whole files or raw command output.
    6
    0
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI coding agents and MCP clients to run a read-only environment check against a project's declared requirements and receive structured results identifying exactly what needs fixing.
    407 PyPI
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables LLMs to compile LaTeX documents and inspect the resulting PDF, supporting an autonomous write-compile-check-revise loop via a self-hosted Overleaf CLSI instance.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to perform sandboxed file reads, writes, and listing, inspect credential-masked environment variables, check git status, and execute commands with strict timeouts over a clean stdio JSON-RPC channel.
    MIT