The best code-graph-rag alternatives

headroom

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Choose headroom if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (78.7k)
• you specifically need agent or anthropic

Shares ai, claude-code, llm, mcp with code-graph-rag.

Auto-claude-code-research-in-sleep

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Choose Auto-claude-code-research-in-sleep if…

• you want the more widely starred option (18.6k)
• you specifically need ai-research or ai-tools

Shares claude-code, llm, mcp, mcp-server with code-graph-rag.

Skill_Seekers

yusufkaraaslan/Skill_Seekers

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

Choose Skill_Seekers if…

• you want the more widely starred option (15.3k)
• you specifically need ai-tools or ast-parser

Shares code-analysis, mcp, mcp-server, python with code-graph-rag.

linkedin-mcp-server

stickerdaniel/linkedin-mcp-server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

Choose linkedin-mcp-server if…

• Apache License 2.0 suits your use better than MIT License
• you specifically need ai-agents or anthropic

Shares claude-code, mcp, mcp-server, python with code-graph-rag.

google_workspace_mcp

taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

Choose google_workspace_mcp if…

• you specifically need chatgpt or claude

Shares ai, claude-code, llm, mcp with code-graph-rag.

graphify

Graphify-Labs/graphify

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, no vector store.

Choose graphify if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (141.6k)
• you specifically need ai-agents or antigravity

Shares ast, claude-code, code-analysis, developer-tools with code-graph-rag.

Memori

MemoriLabs/Memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Choose Memori if…

• you want the more widely starred option (17.4k)
• you specifically need agent or agent-memory

Shares ai, claude-code, llm, python with code-graph-rag.

skills

NVIDIA/skills

Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

Choose skills if…

• Apache License 2.0 suits your use better than MIT License
• you specifically need agent-skills or agentic-ai

Shares claude-code, developer-tools, llm, rag with code-graph-rag.

llm-wiki-agent

SamurAIGPT/llm-wiki-agent

A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.

Choose llm-wiki-agent if…

• you specifically need ai-agent or ai-tools

Shares claude-code, knowledge-graph, llm, rag with code-graph-rag.

Scrapling

D4Vinci/Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Choose Scrapling if…

• BSD 3-Clause "New" or "Revised" License suits your use better than MIT License
• you want the more widely starred option (93.8k)
• you specifically need ai-scraping or automation

Shares ai, mcp, mcp-server, python with code-graph-rag.

TrendRadar

sansan0/TrendRadar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

Choose TrendRadar if…

• GNU General Public License v3.0 suits your use better than MIT License
• you want the more widely starred option (63.4k)
• you specifically need bark or data-analysis

Shares ai, llm, mcp, mcp-server with code-graph-rag.

codebase-memory-mcp

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Choose codebase-memory-mcp if…

• you would rather work in C than Python
• you want the more widely starred option (48.0k)
• you specifically need aider or code-intelligence

Shares ast, claude-code, code-analysis, developer-tools with code-graph-rag.