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 → 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 →