A
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qualityB
maintenanceA self-hosted MCP server providing Claude with an interactive Jupyter environment, including real kernels, persistent notebooks, and optional GPU offload to Google Colab.
MIT
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"A tool for executing code in Jupyter Notebooks" matching MCP servers:
- Flicense-qualityDmaintenanceA FastMCP server for loading, editing, searching, and saving Jupyter notebooks (.ipynb) through MCP tools. It maintains a single active notebook session with live cell indices that update as cells are inserted or removed.
- AlicenseBqualityDmaintenanceEnables inspection and editing of Jupyter notebook files (.ipynb) through tools for reading, adding, updating, deleting, moving, and converting cells while preserving metadata.137MIT
- Flicense-qualityCmaintenanceEnables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) files by providing tools to read, edit, add, and delete cells without corrupting the JSON structure.
- 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
- AlicenseAqualityAmaintenance50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.503765MIT
- AlicenseAqualityCmaintenanceAn MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.2MIT
- AlicenseCqualityDmaintenanceAn experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.76223MIT
- AlicenseCqualityDmaintenanceA comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.287MIT
- Alicense-qualityCmaintenanceEnables file reading with pagination and regex-based code search across a codebase using grep.22MIT
- Alicense-qualityFmaintenanceEnables Claude AI to run terminal commands, perform file operations, and manage git in a project directory via the Model Context Protocol.38MIT
- Alicense-qualityDmaintenanceAn MCP server that allows Claude Desktop to remotely control Claude Code instances for executing commands and managing files.61GPL 3.0
- Alicense-qualityBmaintenanceSafe local MCP server for Windows to list, read, search, patch, backup, and verify code files in allowed folders, with Git integration and dry-run diffs.1MIT
- Alicense-qualityCmaintenanceLocal MCP server enabling Codex and ChatGPT to read/write files, execute commands, manage processes, use Git, and inspect images on the user's machine with full privileges.Apache 2.0
- Alicense-qualityCmaintenanceA collection of small MCP servers for macOS automation that expose Apple Mail, MoneyMoney, and Spotlight functionality as tools via AppleScript and command-line, enabling AI applications to search mail, manage contacts and transactions, and perform system-wide file searches through natural language.MIT
- Alicense-qualityCmaintenanceAn MCP server that enables file system search and inspection, including directory listing, regex-based file name and content searches, and reading text, PDF, and DOCX files.1MIT
- Alicense-qualityCmaintenanceA secure, production-grade MCP server that provides filesystem operations, AST math evaluation, and system diagnostics for LLM agents.MIT
- Flicense-qualityDmaintenanceA modular, extensible MCP multi-server hub that gives LLMs sandboxed file access, Git operations, web fetching, and persistent memory, deployable via Ansible.
- Flicense-qualityDmaintenanceA TypeScript prototype for an MCP-style registry providing local utility tools for shell command execution, filesystem access, and search functionality. It features Zod input validation and project manifest resource exposure for embedding into larger MCP implementations.
- Flicense-qualityCmaintenanceA 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.