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Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 722 ranked candidates matching "graphrag"

Best blend of quality, stars, freshness, and agent usage

Graphrag

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDCODING

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

$ npx skills add microsoft/graphrag

33.9K stars75 quality92 trustVerifiedClaude Code + OpenAI Agents18d since pushSafe to try

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

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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

Claude Code + OpenAI Agents · 4 targets

pythonrag

by microsoftDetailsQuick view

Awesome GraphRAG

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

$ npx skills add DEEP-PolyU/Awesome-GraphRAG

2.5K stars65 quality89 trustVerifiedClaude Code1mo since pushSafe to try

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

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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

Claude Code + CLI · 4 targets

knowledge-graph

by DEEP-PolyUDetailsQuick view

Nano Graphrag

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDCODING

A simple, easy-to-hack GraphRAG implementation

$ npx skills add gusye1234/nano-graphrag

3.9K stars60 quality86 trustReviewedClaude Code + OpenAI Agents5mo since pushSafe to try

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

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + OpenAI Agents · 4 targets

pythonrag

by gusye1234DetailsQuick view

Youtu Graphrag

VERIFIEDEXCELLENT · 87TRUST · 84SAFE · REVIEWEDRESEARCH

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

$ npx skills add TencentCloudADP/youtu-graphrag

1.2K stars56 quality84 trustReviewedClaude Code4mo since pushSafe to try

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

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

pythonrag

by TencentCloudADPDetailsQuick view

MemGraphRAG

STRONG · 77TRUST · 82SAFE · REVIEWEDRESEARCH

[KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

$ npx skills add XMUDeepLIT/MemGraphRAG

102 stars48 quality82 trustReviewedClaude Code16d since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

pythonrag

by XMUDeepLITDetailsQuick view

Neo4j Graphrag Python

VERIFIEDEXCELLENT · 91TRUST · 82SAFE · REVIEWEDCODING

Neo4j GraphRAG for Python

$ npx skills add neo4j/neo4j-graphrag-python

1.2K stars63 quality82 trustReviewed with permission notesClaude Code21d since pushNeeds review

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

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

Claude Code + CLI · 4 targets

pythonrag

by neo4jDetailsQuick view

GraphRAG SDK

STRONG · 84TRUST · 79SAFE · REVIEWEDRESEARCH

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

$ npx skills add FalkorDB/GraphRAG-SDK

937 stars55 quality79 trustReviewed with permission notesClaude Code1mo since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

Claude Code + CLI · 4 targets

pythonrag

by FalkorDBDetailsQuick view

Graphrag Rs

STRONG · 79TRUST · 80SAFE · REVIEWEDRESEARCH

GraphRAG-rs is a high-performance, state-of-the-art Rust implementation of GraphRAG (Graph-based Retrieval Augmented Generation) that builds knowledge graphs from docume…

$ npx skills add automataIA/graphrag-rs

327 stars51 quality80 trustReviewedClaude Code1mo since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

rustsemantic-search

by automataIADetailsQuick view

GraphRAG4OpenWebUI

NEEDS REVIEW · 54TRUST · 75SAFE · EXPERIMENTALRESEARCH

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web search…

$ npx skills add win4r/GraphRAG4OpenWebUI

601 stars38 quality75 trustExperimentalClaude Code + OpenAI Agents1y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + OpenAI Agents · 4 targets

pythonrag

by win4rDetailsQuick view

Graphrag API

PROMISING · 68TRUST · 75SAFE · REVIEWEDRESEARCH

GraphRAG Server

$ npx skills add noworneverev/graphrag-api

111 stars41 quality75 trustReviewed with permission notesClaude Code5mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

Claude Code + CLI · 4 targets

pythonrag

by noworneverevDetailsQuick view

Graphrag Ui

NEEDS REVIEW · 48TRUST · 75SAFE · EXPERIMENTALRESEARCH

The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation

$ npx skills add wade1010/graphrag-ui

154 stars34 quality75 trustExperimentalClaude Code2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + CLI · 4 targets

pythonrag

by wade1010DetailsQuick view

FalkorDB

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (…

$ npx skills add FalkorDB/FalkorDB

4.6K stars67 quality86 trustReviewedClaude Code16d since pushSafe to try

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

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

cknowledge-graph

by FalkorDBDetailsQuick view

Edgequake

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · VERIFIEDRESEARCH

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

$ npx skills add raphaelmansuy/edgequake

2.0K stars65 quality91 trustVerifiedClaude Code17d since pushSafe to try

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

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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

Claude Code + CLI · 4 targets

rustrag

by raphaelmansuyDetailsQuick view

Neo4j Python Pandas Py2neo V3

EXCELLENT · 85TRUST · 85SAFE · REVIEWEDCODING

Excel-to-Neo4j knowledge graph examples: legacy py2neo v3 plus modern Neo4j GraphRAG/vector search.

$ npx skills add MazzaWill/neo4j-python-pandas-py2neo-v3

579 stars53 quality85 trustReviewedClaude Code + OpenAI Agents21d since pushSafe to try

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

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + OpenAI Agents · 4 targets

pythonai-agents

by MazzaWillDetailsQuick view

ChatPDF

PROMISING · 56TRUST · 77SAFE · EXPERIMENTALRESEARCH

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，支持GraphRAG，无须安装任何第三方agent库。

$ npx skills add shibing624/ChatPDF

853 stars39 quality77 trustExperimentalClaude Code1y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + CLI · 4 targets

pythonrag

by shibing624DetailsQuick view

CodeWiki

STRONG · 79TRUST · 82SAFE · REVIEWEDCODING

CodeWiki is a knowledge platform that analyzes repositories into AST graphs, builds GraphRAG indexes, and generates source-grounded developer wikis with FastAPI, React,…

$ npx skills add PorunC/CodeWiki

163 stars49 quality82 trustReviewedClaude Code28d since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

pythondeveloper-tools

by PorunCDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Graphrag

Awesome GraphRAG

Nano Graphrag

Youtu Graphrag

MemGraphRAG

Neo4j Graphrag Python

GraphRAG SDK

Graphrag Rs

GraphRAG4OpenWebUI

Graphrag API

Graphrag Ui

FalkorDB

Edgequake

Neo4j Python Pandas Py2neo V3

ChatPDF

CodeWiki