roam-code: Roam is a structural intelligence engine that pre-indexes codebases into a semantic graph using SQLite, tree-sitter, and git history. It provides AI coding agents with five core verbs—understand, retrieve, context, preflight, critique—replacing dozens of grep/read calls with a single graph query. The tool is 100% local, supports 27 languages, and offers 154 commands along with 120 MCP tools.; qveris-agent-toolkit: QVeris Agent Toolkit is the open-source client layer for the QVeris capability routing network, giving agents access to 10,000+ real-world capabilities across 15+ categories. It ships a CLI, MCP server, Python SDK, and REST API docs so agents can discover, inspect, invoke, and audit tools through a single protocol. Available for Cursor, Claude Code, OpenCode, and OpenClaw-style skill agents.
Agent-assisted coding: reduce token usage and tool calls by using structured graph queries
Agents discovering and invoking real-world APIs without per-integration setup