10 alternatives to code-review-graph
tirth8205/code-review-graph — Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. (32,288 stars, MIT, dev-tools, database, ai).
These are the closest projects in the JustClaw-It index that we serve licence-cleared code from, ranked by relevance and by our code-quality score (1–10, the mean over each repo's graded components: completeness, code quality, deployability, reusability, strategic value). JustClaw-It also serves 99 licence-cleared components from tirth8205/code-review-graph itself.
| # | Repo | Score | Licence | Stars |
|---|---|---|---|---|
| 1 | gastownhall/beads | 6.5 | MIT | 28,069 |
| 2 | graphify-labs/graphify | 6.5 | Apache-2.0 | 133,904 |
| 3 | arindam200/awesome-ai-apps | 6.0 | MIT | 16,469 |
| 4 | 0xzr/freellmpool | 6.7 | MIT | 134 |
| 5 | github/github-mcp-server | 7.0 | MIT | 33,894 |
| 6 | dollardill/beads-superpowers | 5.6 | MIT | 32 |
| 7 | jgravelle/jcodemunch-mcp | 6.5 | MIT | 2,797 |
| 8 | deusdata/codebase-memory-mcp | 6.6 | MIT | 47,348 |
| 9 | affaan-m/ecc | 6.8 | MIT | 286,740 |
| 10 | trailhq/trail-code | 7.3 | MIT | 10,743 |
The alternatives in detail
-
Beads - A memory upgrade for your coding agent
-
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained,
-
A collection of projects showcasing RAG, agents, workflows, and other AI use casesscore 6.0/10 · MIT permissive · 16,469 stars · 658 components · search them
-
Free LLM gateway: 22 LLM providers, 178 enabled chat routes, 431 cataloged chat models; keyless start when available.score 6.7/10 · MIT permissive · 134 stars · 72 components · search them
-
GitHub's official MCP Server
-
Superpowers & Beads task memory for AI coding agents - supports Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Kimi Code, Antigravity, Factory Droid, and Pi.score 5.6/10 · MIT permissive · 32 stars · 29 components · search them
-
Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens per lookup. Works with Claude Code, Cursor, Codex & any MCP client. 1.3T+ tokens saved.score 6.5/10 · MIT permissive · 2,797 stars · 421 components · search them
-
Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.
-
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
-
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.score 7.3/10 · MIT permissive · 10,743 stars · 361 components · search them
Licence data: JustClaw-It's per-repo licence policy. Is code-review-graph still maintained? Check it. Licence details: licence checker. Ranking data from 2026-10-27T23:04:12Z.
Want code like code-review-graph without the licence risk? JustClaw-It is an MCP server with 1,449,000+ licence-cleared, quality-scored code components. Search is free; every result carries its licence and attribution.
Remote MCP endpoint: https://justclaw.it.com/mcp (API key auth). Works with Claude Code, Cursor,
Codex, Windsurf and other MCP clients. A one-line CLI installer (@justclaw-it/cli) is coming.