@jatbas/aic
Agent Input Compiler — local-first MCP server for context compilation (Cursor, Claude Code, and other MCP clients)
Versions
1.0.5latest1.0.41.0.31.0.21.0.1+ show 32 moreshow less
0.50.10.50.00.11.90.11.80.11.70.11.60.11.50.11.00.10.20.10.10.10.00.9.30.9.20.9.10.9.00.7.00.6.90.6.80.6.70.6.60.6.50.6.40.6.30.6.20.6.10.6.00.5.50.5.40.5.30.5.20.5.10.5.0Tools 9
aic_compile Compile intent-specific project context. MUST be called as your FIRST action on EVERY message — including follow-ups in the same chat. Each message has a different intent that needs fresh context. Never skip.
aic_compile_spec Compile structured specification input: Zod validates CompileSpecRequestSchema (required spec; budget absent defaults to sum of estimatedTokens). On success runs SpecificationCompiler and returns MCP text JSON with compiledSpec plus meta (totalTokensRaw, totalTokensCompiled, reductionPct, typeTiers, transformTokensSaved). Records tool_invocation_log.
aic_inspect Inspect a compilation run: returns the full pipeline trace (file selection, token counts, guard results) without writing a compilation record.
aic_projects List all known AIC projects (project ID, path, last seen, compilation count).
aic_status Project-level AIC status: compilations, token savings, budget utilization, guard findings, top task classes.
aic_quality_report Windowed quality aggregates: medians, cache hit rate, tier mix, per task class, classifier confidence summary, and daily series for trends (read-only).
aic_last Most recent AIC compilation: intent, files selected, tokens compiled, budget utilization, exclusion rate, guard status.
aic_model_test Agent capability probe: call this tool to receive challenges, solve them, then call it again with your answers to verify your agent can use AIC.
aic_chat_summary Get per-conversation AIC compilation summary.
Permissions 5
network medium filesystem low shell high database medium env_vars low