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maintenanceA collection of Model Context Protocol implementations ranging from a minimal hello-world to an autonomous AI agent for software development.
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"A tool for retrieving code examples from GitLab using semantic search" matching MCP servers:
- AlicenseAqualityDmaintenanceMCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.11MIT
- AlicenseNot gradedqualityCmaintenanceA Zsh execution tool for Claude Code providing yield-based command execution, PTY mode for interactive programs, circuit breaker for timeout protection, and adaptive learning (A.L.A.N.) for retry detection and proactive insights.4MIT
- AlicenseAqualityAmaintenanceEncoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.5324MIT
- AlicenseNot gradedqualityBmaintenanceProvides a sandboxed Docker environment for executing Python code against API endpoints, exposing tools for discovery, inspection, execution, and reuse.10MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to execute code in isolated sandboxes with support for Python, JavaScript, and TypeScript, featuring intelligent caching and semantic search for code reuse.9MIT
- AlicenseAqualityDmaintenanceEnables AI agents to interact programmatically with Claude Code CLI, managing sessions, streaming outputs, and handling permission requests.7131MIT
- AlicenseAqualityDmaintenanceProvides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.261BSD 2-Clause "Simplified"
- AlicenseAqualityAmaintenanceSSH automation MCP server that enables Claude and ChatGPT to execute commands, manage files, install packages, and control services on remote servers over SSH — supporting password, key, and agent authentication.331,2674MIT
- AlicenseAqualityBmaintenanceCreates short-lived, offline JavaScript sandbox containers for safe code execution via MCP, with no network access and strict resource limits.7MIT
- AlicenseBqualityDmaintenanceA 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.20MIT
- AlicenseBqualityDmaintenanceMCP server that integrates Google Gemini CLI with AI assistants, enabling large file analysis and natural language queries without an API key.623MIT
- AlicenseCqualityCmaintenanceA Model Context Protocol server exposing 58 online tools (crypto, data, image, text, etc.) and workflow execution, enabling MCP clients like Claude Desktop to invoke them via natural language.5811MIT
- AlicenseNot gradedqualityCmaintenanceEnables file reading with pagination and regex-based code search across a codebase using grep.22MIT
- AlicenseNot gradedqualityBmaintenanceProvides agents with real Linux VMs to run commands, manage files, expose ports, and track costs, all through an ephemeral sandbox service.MIT
- AlicenseNot gradedqualityBmaintenanceA local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.2MIT
- FlicenseNot gradedqualityBmaintenanceDelegates coding tasks to the local Claude Code CLI via MCP, offering run, review, and status tools for MCP-compatible agents.21
- FlicenseNot gradedqualityCmaintenanceConnects Windows-based Codex to the Cursor Agent CLI in WSL, providing a run_cursor tool to execute tasks in specified working directories and resume sessions per directory.
- FlicenseNot gradedqualityDmaintenanceGDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.9
- FlicenseNot gradedqualityCmaintenanceA custom MCP server with 6 utility tools (file search, file reading, math calculation, JSON formatting, time query, system info) that demonstrates MCP protocol workflow and integrates with LangChain agents.