Description
The Lockfile Statistics Analysis Agent extracts MCP server usage from # - mcp__... comment blocks in compiled lockfiles, but this annotation style is only emitted for claude-engine workflows (60/286). The other 226 copilot/pi/codex/etc. workflows' real MCP server/tool usage is invisible to this and any future analysis relying on the same method — the report's own methodology caveat confirms this undercounts cross-engine MCP adoption significantly.
Expected Impact
Gives accurate, engine-agnostic visibility into MCP tool/server adoption across the full workflow fleet, not just the 21% running on Claude.
Suggested Agent
New Agent — extend the workflow compiler to emit a consistent, engine-independent MCP server/tool manifest (e.g. structured metadata in the lockfile) that analysis tools like lockfile-stats can parse without relying on comment-block scraping.
Estimated Effort
Medium (1-4 hours)
Data Source
DeepReport Intelligence Briefing analysis of Lockfile Statistics Analysis (discussion #53820, 2026-08-18).
Generated by 🔬 Deep Report · agent · 108 AIC · ⌖ 8.65 AIC · ⊞ 11.9K · ◷
Description
The Lockfile Statistics Analysis Agent extracts MCP server usage from
# - mcp__...comment blocks in compiled lockfiles, but this annotation style is only emitted for claude-engine workflows (60/286). The other 226 copilot/pi/codex/etc. workflows' real MCP server/tool usage is invisible to this and any future analysis relying on the same method — the report's own methodology caveat confirms this undercounts cross-engine MCP adoption significantly.Expected Impact
Gives accurate, engine-agnostic visibility into MCP tool/server adoption across the full workflow fleet, not just the 21% running on Claude.
Suggested Agent
New Agent — extend the workflow compiler to emit a consistent, engine-independent MCP server/tool manifest (e.g. structured metadata in the lockfile) that analysis tools like lockfile-stats can parse without relying on comment-block scraping.
Estimated Effort
Medium (1-4 hours)
Data Source
DeepReport Intelligence Briefing analysis of Lockfile Statistics Analysis (discussion #53820, 2026-08-18).