Code Review Graph Visualization Tools and Resources

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Code Review Graph Visualization Tools and Resources

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Why this server?
Directly matches query: builds a structural graph for token-efficient code reviews.
better-code-review-graph
Code Analysis Developer Tools Knowledge & Memory
n24q02m
A
license
B
quality
A
maintenance
Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution, dual-mode embedding (ONNX local + LiteLLM cloud), and output pagination.
Last updated 2026-07-15
7
62
MIT
Why this server?
Indexes codebase into a knowledge graph with PR review support and blast radius analysis.
Recon
Code Analysis Developer Tools Knowledge & Memory
cappylab
A
license
-
quality
A
maintenance
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.
Last updated 2026-04-29
23
5
MIT
Why this server?
Temporal knowledge graph linking test failures to code changes, aiding code review.
world-model-mcp
Developer Tools Knowledge & Memory
SaravananJaichandar
A
license
B
quality
A
maintenance
Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.
Last updated 2026-07-11
30
18
MIT
Why this server?
Codebase intelligence with PageRank and co-change coupling for context-aware review.
sourcebook
Developer Tools Code Analysis Autonomous Agents
maroondlabs
A
license
-
quality
C
maintenance
Live codebase intelligence for AI agents. Import graph PageRank for file importance, git forensics for co-change coupling and fragile code, convention detection across 16 domains, and blast radius analysis.
Last updated 2026-04-16
26
3
Business Source 1.1
Why this server?
Combines call graphs and co-change history to prevent incomplete edits during review.
Scrooge
Developer Tools Code Analysis Version Control
De-Cri
A
license
-
quality
C
maintenance
Provides AI coding agents with pre-edit situational awareness by combining structural call graphs and co-change history to prevent incomplete edits. It surfaces files that historically change together, reducing missed coupled modules.
Last updated 2026-05-30
3
MIT
Why this server?
Builds structural dependency graph to find relevant files, useful for code review context.
TempoGraph
Autonomous Agents Code Analysis Developer Tools
Elmoaid
A
license
A
quality
C
maintenance
Code graph context engine that parses codebases with tree-sitter (170+ languages), builds structural dependency graphs, and provides 24 MCP tools for code intelligence. One prepare_context call gives your AI agent the right files for any task. Includes focus, blast radius, hotspots, dead code detection, and hybrid search.
Last updated 2026-05-08
24
1
AGPL 3.0
Why this server?
Semantic graph with 31 tools for impact analysis and unused code detection, aiding review.
CodeGraph
Code Analysis Developer Tools Knowledge & Memory
codegraph-ai
A
license
-
quality
-
maintenance
CodeGraph — Open-source code intelligence MCP server. Builds a semantic graph of your codebase (functions, classes, imports, call chains) and exposes it through 31 tools. Callers, callees, impact analysis, complexity metrics, unused code detection, AI context assembly, persistent memory, cross-project search. 15 languages via tree-sitter. Single Rust binary, local-first.
Last updated 2026-04-03
545
Why this server?
Structural graph map of codebase entities and relationships for navigation during review.
mcp-repo-graph
Developer Tools Knowledge & Memory RAG Systems
James-Chahwan
A
license
A
quality
A
maintenance
Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.
Last updated 2026-07-08
4
6
10
MIT
Why this server?
Dependency graph with health audits and change impact analysis, supporting code review.
Weavatrix
Code Analysis Developer Tools
sergii-ziborov
A
license
-
quality
A
maintenance
Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.
Last updated 2026-07-15
MIT