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civic-ai-mcp-toolkit MCP server · F · ToolBench

civic-ai-mcp-toolkit

github.com/mikelninh/civic-ai-mcp-toolkit

The shared shape behind every MCP server in the civic-AI portfolio: server factory, @traced decorator, structured logging, error envelopes, fixture loader, and a `civic-ai-mcp init` scaffolder. Distilled from six production MCPs.

<=2025-11-25STDIO0 tools

21/100

Definition Quality0

Protocol Readiness0

Supportability35

Spec posture

Inferred effective spec <=2025-11-25·current baseline 2026-07-28

Static source inference · medium confidence · detected: Logging

Deprecated protocol patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

21/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	21	<=2025-11-25	v2