Code Graph Python Packages

roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.

otter-docs

Polyglot codebase inspection library for agent-driven development

tempograph

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.

agilecoder

AgileCoder

nexus-mcp-ci

Unified MCP server: hybrid search + code graph + semantic memory. 15 tools, <350MB RAM, fully local. No API keys.