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codebase-memory-mcp

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Aug 27, 2026 · Artificial Intelligence

codebase-memory-mcp: Giving Claude Code & Codex a Queryable Code Knowledge Graph

This article introduces codebase-memory-mcp, an MCP-based tool that indexes entire codebases into a queryable knowledge graph, enabling AI coding assistants to understand module call relationships, perform impact analysis, and answer structural queries via openCypher across 158 languages.

AI coding assistantClaude CodeCodex

0 likes · 7 min read

codebase-memory-mcp: Giving Claude Code & Codex a Queryable Code Knowledge Graph

Tech Architecture Stories

Jul 8, 2026 · Artificial Intelligence

How agency-agents Gained 11K Stars in a Week by Embedding 140 Expert Roles into Your Editor

This week’s GitHub trending report shows AI agents shifting from toys to productivity tools, with agency‑agents topping the list after adding 10,976 stars by packaging 140 specialist roles, while other projects like codebase-memory-mcp, strix, OpenMontage and Orca illustrate a rapidly maturing AI‑agent ecosystem.

AI AgentsAI securityGitHub Trending

0 likes · 12 min read

How agency-agents Gained 11K Stars in a Week by Embedding 140 Expert Roles into Your Editor