RAG and vectors Cursor rules

103 tagged RAG and vectors, measured the same way as everything else here.

Browse within: skills 28computer-vision 26video-analytics 26video-search 26vlm 26agentic-rag 12ai-sdk 10embeddings 10mcp-server 8LLM 6agent 6

ponytail

01

MODSetter/SurfSense

Cursor rule Cursor

Ponytail, lazy senior dev mode. Always pick the simplest solution that works.

not rated 16k +91 today A 578 tokens

architecture

02

groupultra/telegram-search

Cursor rule Cursor

A service for importing and exporting Telegram messages in a database, with text search and meaning-based search. Meaning-based search uses OpenAI-generated text vectors to find related messages.

not rated 4.1k +8 3d ago A 2,756 tokens AGPL-3.0

llamaindex-js

03

sanjeed5/awesome-cursor-rules-mdc

Cursor rule Cursor

Definitive guidelines for writing robust, performant, and maintainable llamaindex-js applications using modern TypeScript best practices.

not rated 3.6k +2 5mo ago A 4,270 tokens original CC0-1.0

project-rules

06

nuwax-ai/nuwax

Cursor rule Cursor

A set of development rules for a React 18 frontend built with UmiJS, Ant Design, TypeScript, and related tools. The rules cover naming, components, styling, state, and performance.

not rated 893 +1 today A 11 tokens original Apache-2.0

RULE

07

FuRongJun-1999/dsh-memory

Cursor rule Cursor

Lingshu work discipline - injected at CodeBuddy session start via rules slot (alwaysApply).

not rated 396 +35 changed 9d ago A 7,898 tokens original MIT

knowledge_sources

08

elizaOS/knowledge

Cursor rule Cursor

This repository aggregates knowledge from various sources for RAG systems. See the main README.md for a full overview.

not rated 85 +1 yesterday A 0 tokens

klore

09

vbarsoum1/llm-wiki-compiler

Cursor rule Cursor

Klore LLM Knowledge Compiler — available commands and context.

not rated 27 +1 6mo ago A 330 tokens original MIT

case-design

11

xiaozhi86/qamaster

Cursor rule Cursor

A test-case design workflow that turns requirements or prototypes into test cases in Markdown or Excel, with coverage analysis.

not rated 5 1mo ago A 34 tokens original MIT

greedy-token

12

svasenkov/greedy-token

Cursor rule Cursor

Greedy token — MCP greedy-token before Grep/Shell.

not rated 4 changed 20d ago A 467 tokens original MIT

superrag-build

13

Aryanacoder/superragskills

Cursor rule Cursor

Use for RAG app design, document copilots, vector-search chatbots, ingestion pipelines, source-grounded QA, retrieval evaluation, citations, OCR, reranking, GraphRAG, agentic RAG, multimodal RAG, structured-data RAG, AWS/Azure/local deployment, or production RAG architecture.

not rated 4 4mo ago A 65 tokens original MIT

zvec

15

alexqem/zvec-tool

Cursor rule Cursor needs its repo

Semantic search over the project knowledge base via the zvec CLI.

not rated 2 3mo ago A 0 tokens original MIT

architect

16

sandraschi/plexmcp

Cursor rule Cursor

Global Architect rules for sandraschi's dev environment (Unity, FastMCP, React).

not rated 2 yesterday C 811 tokens copy · 100% MIT

cardano-mcp

17

Jimmyh-world/Cardano_MCP

Cursor rule Cursor

These rules complement our main development collaboration rules, focusing specifically on the Model Context Protocol (MCP) server project with TypeScript. This project serves as a specialized RAG (Retrieval-Augmented Generation) gateway to existing Cardano resources, documentation, and tools to assist with dApp…

not rated 1 1y ago A 3,030 tokens original MIT

graphify

18

real-limitless/mcp-flow

Cursor rule Cursor

This project has a graphify knowledge graph at graphify-out/.

not rated 1 1mo ago A 294 tokens copy · 100% Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: