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Choose skills by scenario, quality, and trust signals.

19 skills matching "index"

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

1

LlamaIndex

VERIFIEDEXCELLENT · 100

Connect agents to private data and retrieval workflows

$ npx skills add run-llama/llama_index
49.6K stars76 qualityClaude Code + LlamaIndex
High-confidence pick with strong adoption and healthy maintenance signals.
llamaindexpythonrag
by run-llamaQuick view
2

PageIndex

VERIFIEDEXCELLENT · 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

$ npx skills add VectifyAI/PageIndex
32.0K stars75 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
pythonai-agents
by VectifyAIQuick view
3

RAG Techniques

VERIFIEDEXCELLENT · 100

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques
27.5K stars74 qualityClaude Code + OpenAI Agents
High-confidence pick with strong adoption and healthy maintenance signals.
jupyter-notebookrag
by NirDiamantQuick view
4

Codegraph

VERIFIEDEXCELLENT · 100

Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

$ npx skills add colbymchenry/codegraph
19.8K stars73 qualityClaude Code + OpenAI Agents
High-confidence pick with strong adoption and healthy maintenance signals.
typescriptclaude-code
by colbymchenryQuick view
5

Opik

VERIFIEDEXCELLENT · 100

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

$ npx skills add comet-ml/opik
19.4K stars73 qualityClaude Code + LangChain
High-confidence pick with strong adoption and healthy maintenance signals.
pythonllmops
by comet-mlQuick view
6

LEANN

VERIFIEDEXCELLENT · 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

$ npx skills add yichuan-w/LEANN
11.7K stars72 qualityClaude Code + OpenAI Agents
High-confidence pick with strong adoption and healthy maintenance signals.
pythonrag
by yichuan-wQuick view
7

Cocoindex

VERIFIEDEXCELLENT · 100

Incremental engine for long horizon agents 🌟 Star if you like it!

$ npx skills add cocoindex-io/cocoindex
10.0K stars70 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
pythonai-agents
by cocoindex-ioQuick view
8

All In RAG

VERIFIEDEXCELLENT · 100

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

$ npx skills add datawhalechina/all-in-rag
7.8K stars69 qualityClaude Code + LangChain
High-confidence pick with strong adoption and healthy maintenance signals.
pythonrag
by datawhalechinaQuick view
9

Helicone

VERIFIEDEXCELLENT · 100

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

$ npx skills add Helicone/helicone
5.7K stars68 qualityClaude Code + OpenAI Agents
High-confidence pick with strong adoption and healthy maintenance signals.
typescriptllmops
by HeliconeQuick view
10

Turbovec

VERIFIEDEXCELLENT · 100

A vector index built on TurboQuant, written in Rust with Python bindings

$ npx skills add RyanCodrai/turbovec
2.6K stars66 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
pythonrag
by RyanCodraiQuick view
11

Obsidian Omnisearch

VERIFIEDEXCELLENT · 100

A search engine that "just works" for Obsidian. Supports OCR and PDF indexing.

$ npx skills add scambier/obsidian-omnisearch
2.0K stars65 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
typescriptpdf
by scambierQuick view
12

Diskover Community

VERIFIEDEXCELLENT · 98

Diskover Community Edition - Open source file indexer, file search engine and data management and analytics powered by Elasticsearch

$ npx skills add diskoverdata/diskover-community
1.8K stars61 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
phpcrawler
by diskoverdataQuick view
13

Pysonar2

VERIFIEDEXCELLENT · 97

PySonar2: a semantic indexer for Python with interprocedual type inference

$ npx skills add yinwang0/pysonar2
1.4K stars61 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
javastatic-analysis
by yinwang0Quick view
14

Handy Ollama

VERIFIEDEXCELLENT · 90

动手学Ollama,CPU玩转大模型部署,在线阅读地址:https://datawhalechina.github.io/handy-ollama/

$ npx skills add datawhalechina/handy-ollama
2.4K stars58 qualityClaude Code + LangChain
High-confidence pick with strong adoption and healthy maintenance signals.
jupyter-notebookrag
by datawhalechinaQuick view
15

Kernel Memory

VERIFIEDEXCELLENT · 95

Research project. A Memory solution for users, teams, and applications.

$ npx skills add microsoft/kernel-memory
2.2K stars58 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
c#rag
by microsoftQuick view
16

Swiftide

EXCELLENT · 86

Fast, streaming indexing, query, and agentic LLM applications in Rust

$ npx skills add bosun-ai/swiftide
700 stars54 qualityClaude Code
High-confidence pick with strong adoption and healthy maintenance signals.
rustllmops
by bosun-aiQuick view
17

Rags

VERIFIEDSTRONG · 79

Build ChatGPT over your data, all with natural language

$ npx skills add run-llama/rags
6.5K stars53 qualityClaude Code + OpenAI Agents
Solid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
pythonrag
by run-llamaQuick view
18

Ragapp

VERIFIEDSTRONG · 77

The easiest way to use Agentic RAG in any enterprise

$ npx skills add ragapp/ragapp
4.4K stars52 qualityClaude Code + LlamaIndex
Solid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
typescriptrag
by ragappQuick view
19

Open Paperless

VERIFIEDPROMISING · 69

Scan, index, and archive all of your paper documents (acquired by Mayan EDMS)

$ npx skills add zhoubear/open-paperless
2.6K stars51 qualityClaude Code
Useful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
pythonpdf
by zhoubearQuick view