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ai-helper MCP server · F · ToolBench

ai-helper

CLI tool that registers MCP servers with local AI coding clients (Claude Code, Claude Desktop, Codex, Gemini CLI, Grok Build, OpenCode, OpenClaw, Hermes) by atomically upserting entries into each client's config file

2026-07-28+STDIO0 tools

23/100

Definition Quality0

Protocol Readiness0

Supportability38

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence

Current-spec patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

23/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	23	2026-07-28+	v2