Cortex

v0.6.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 1mo MCP Developer Tools

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai-agents docker fastapi karpathy-inspired karpathy-llm-wiki knowledge-base

+8 more

knowledge-graph knowledge-management llm llm-wiki markdown mcp python qmd

Summary

AI summary

Updates Bug Fixes, Tests & Benchmarks, and New Features across a mixed release.

Full changelog

Fix vault appearing empty via MCP — normalize QMD file field to path and strip qmd:// prefix
Fix compile-flag bug — sources with failed LLM enrichment are no longer stuck; enrichment_status frontmatter tracks whether enrichment actually succeeded
Fix blocking I/O in async paths — offload log_operation file writes and build_context_window note reads to threads
Fix duplicate MCP service initialization — REST and MCP now share the same graph/QMD/compiler instances
Fix get_edges_batch overhead — replace unnecessary asyncio.gather with direct loop for in-memory operations

vault_compile(force, path) — recompile specific sources or force re-enrichment of stuck notes
Search caching for stdio MCP — repeated queries served from 30s TTL cache
Async vault scan in MCP fallback — prevents event-loop blocking during standalone MCP startup

8 performance benchmarks covering search, context building, MCP startup, and cache hits
254 total tests passing

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