Overview
Features
Enhanced terminal commands with interactive process control
Execute terminal commands with streaming output and interactive control of long‑running processes, including timeouts and background execution.
Execute code in memory
Run Python, Node.js, and R code in memory without saving files to disk.
Instant data analysis
Analyze CSV/JSON data instantly to derive insights without separate tooling.
Interact with running processes
Manage and interact with SSH sessions, databases, and development servers.
Terminal command streaming and background execution
Support for output streaming, timeouts, and background task execution.
Full filesystem operations
Read/write files, create/list directories, move items, search, and retrieve metadata (with negative offset reading).
Code editing and search/replace
Surgical edits, multi-file rewrites, pattern-based replacements, and recursive search via ripgrep-based tooling.
Audit logging and telemetry controls
Comprehensive logging of tool calls with timestamps and arguments; configurable telemetry.
Who Is This For?
- Claude Desktop users:Gain AI-assisted access to local filesystem and terminal through Claude Desktop via MCP for development and automation workflows.
- Developers and data scientists:Perform in-memory code execution, data analysis, and cross-project code exploration with AI assistance.
- IT admins / DevOps:Manage processes, remote interactions (SSH, databases), and server configuration on local workstations.




