ripwireRed Hat's 'ripgrep of AI context': a zero-dependency C++23 CLI + MCP that hands a coding agent a ranked call graph — what to touch, blast radius, tests to run — with no index server.
Why switchBoth compute a Tree-sitter-style call graph and blast-radius for agents; code-review-graph is a Python MCP with a persisted graph, ripwire is a single offline C++ binary that rebuilds in ~0.3s and adds tests-to-run and quality deltas.
Full comparison → codegraph-mcpNo-train, on-prem code knowledge graph served to AI agents over MCP — symbols, call edges, cross-language links and blast-radius queries, with a hash-chained audit log of every read.
Why switchBoth pre-index a semantic code graph and serve it to agents over MCP; code-review-graph adds blast-radius/risk scoring and a CI review action, codegraph-mcp stays a leaner symbol/caller index.
Full comparison → codeflowPaste a GitHub URL or drop a local folder → interactive architecture map in the browser: dependency graph, blast radius, health grade, security scan. Single index.html, zero install.
Why switchBoth build a dependency graph with blast-radius analysis; codeflow renders it visually for humans with zero setup, code-review-graph serves a tree-sitter-accurate graph to AI agents over MCP.
Full comparison → graphify/graphify skill for Claude Code, Codex, Cursor and 20+ assistants: maps code, docs, PDFs and media into a local knowledge graph — tree-sitter AST, EXTRACTED/INFERRED edges, no vector store.
Why switchBoth hand agents a tree-sitter graph to query instead of reading files. code-review-graph is an always-on MCP server tuned for review blast radius; graphify is an on-demand skill that also folds docs, PDFs and media into the same graph.
Full comparison → codebase-memory-mcpCode intelligence MCP in pure C: tree-sitter knowledge graph over 158 languages, average repo indexed in milliseconds, sub-ms queries, 10x fewer tokens. Single static binary, zero deps.
Why switchBoth build tree-sitter AST graphs served over MCP with blast-radius answers. code-review-graph is tuned for the review workflow (82x fewer tokens per review question); codebase-memory is the general-purpose engine with LSP-grade types.
Full comparison → Understand-AnythingPlugin for Claude Code and 16 other hosts that turns any codebase into an interactive knowledge graph — multi-agent analysis, layered dashboard, guided tours, diff-impact view, domain mapping.
Why switchCode knowledge graphs for opposite consumers: understand-anything renders an explorable dashboard to teach humans the architecture; code-review-graph feeds minimal context to agents.
Full comparison → repowiseCodebase intelligence for AI and humans: deterministic code-health scores calibrated on real defects, graph-aware refactoring plans agents can execute, auto-docs and git analytics over 9 MCP tools.
Why switchBoth build deterministic code intelligence over MCP; repowise scores health and plans refactors, code-review-graph computes the minimal read-set for a change.
Full comparison →