A
licenseA
qualityB
maintenanceEnables ChatGPT web to use local tools like file reading, command execution, and patch application through an MCP server over OpenAI Secure MCP Tunnel.
6
2
MIT
ChatGPT Machine MCP
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TDQS
B3.4/5.0
Scored across 62 tools
Disambiguation2/5
Several tool clusters have unclear boundaries: edit_file, update_file, write_file, and apply_patch all mutate files; machine_status and runtime_info overlap as health/status checks; git_commit and git_commit_verified are easy to confuse. The descriptions help individually, but the sheer number of similar-purpose tools makes misselection likely.
Naming Consistency4/5
Most tools follow a clean snake_case verb_noun pattern (read_file, write_file, start_process, git_status, list_directory), and there is a recognizable 'info' suffix group. Minor deviations like runtime_info, capability_diff, self_update, and git_commit_verified break the pattern slightly but are not chaotic.
Tool Count1/5
With 62 tools, this server is far beyond a well-scoped MCP surface. Even for a broad machine-management and coding-agent server, the count is overwhelming and well into the extreme-mismatch range.
Completeness4/5
The toolset is very comprehensive for its apparent domain: file operations, process lifecycle, Git workflows, learning/todo persistence, remote machine invocation, audit, and self-update are all covered. Minor gaps like a dedicated delete_file tool or remote machine registration/removal are present, but agents can work around them (e.g., apply_patch can delete files).
Maintenance
ActivityMaintained
ResponsivenessNo issues