codebase-memory-mcp
High-performance MCP server that indexes codebases into a persistent knowledge graph using tree-sitter AST analysis, enabling agents to query code structure, call chains, and impact analysis across 158 languages with 99% fewer tokens than naive file reads. Auto-configures for Claude Code, Gemini CLI, Aider, and 8 other coding agents.
Connects to: Claude Code, Gemini CLI, Aider, Cursor, MCP, tree-sitter · · MIT 8,956★
Use it with an AI agent
Loadbay is an MCP server, so an agent can search the catalog and find this harness:
claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp
- Source: https://github.com/DeusData/codebase-memory-mcp
- This harness as JSON: /api/harnesses/codebase-memory-mcp
- Agent setup: /setup.md
- Browse all 700+ harnesses on Loadbay