Two open-source repositories — the role-specialized agent collection "agency-agents" and "codebase-memory-mcp," which turns a codebase into a knowledge graph to sharply cut token usage — are drawing developer attention around July 2026. Both are released under the MIT license and are designed to work alongside existing AI coding tools such as Claude Code and Cursor.
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