O

Graphrag

VERIFIED

A modular graph-based Retrieval-Augmented Generation (RAG) system

Downloads 0
Stars 33.2K
Version 1.0.0
Quality 100/100 · Excellent

Install with one command

$ npx skills add microsoft/graphrag

Best for

Coding agents

Discover skills for code generation, repository analysis, pull-request review, testing, debugging, and agentic software engineering.

Choose it when

  • You want a GitHub-backed skill with 33.2K stars.
  • You need a reusable install command for agents.
  • You want to compare it with related marketplace skills.

Check before install

  • Pushed 3d ago
  • License: MIT
  • Review the repository README and examples.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

100
GitHub stars
33K
Freshness
3d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Stack fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Overview

A modular graph-based Retrieval-Augmented Generation (RAG) system

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

pythonFULL
ragFULL

Technical Details

Version
1.0.0
License
MIT
Last Updated
5/23/2026
Published
5/23/2026

Frameworks & Tools

PythonRAG

Install

Free and open source

Compare AlternativesView on GitHubDocumentation

Author

M

microsoft✓

@microsoft

Tags

ragretrievalgptgpt-4gpt4graphragllmllmspythongithub

Platform Fit

Claude CodeOpenAI Agents

Health Signals

GitHub stars
33.2K
Quality score
75/100
Last GitHub push
May 19, 2026
Framework hints
2

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

  • —Open source (public GitHub repo)
  • —AI static analysis passed
  • —License: MIT
  • —Manually verified by team

Related Skills

MarkItDown

Convert documents into Markdown for agent-readable context

124.7K stars · 0 installs

Awesome Llm Apps

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

111.5K stars · 0 installs

RAGFlow

Build document intelligence and RAG workflows for agents

81.1K stars · 0 installs

PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

78.4K stars · 0 installs