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#rag

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

415 records
Tagged “rag”Ranked by health index
npm · PyPI · crates.io +1
65Goodhealth index
muthuishere/citenexus
Evidence-first, multilingual, S3-native RAG — answers only from cited evidence (exact quote, page, bbox) and abstains when the evidence is weak, missing or conflicting. The guarantee is "no ungrounded claim". Byte-identical core across Python, Go and JavaScript. Docs: https://muthuishere.github.io/citenexus/
Python · Go · Rust★ 0↓ 409/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
Packagist
65Goodhealth index
neuron-core/neuron-laravel
Official Neuron AI Laravel SDK
PHP★ 120↓ 10.4K/moSep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
Go
65Goodhealth index
valpere/session-indexer
Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama) with FTS5 fallback.
Go · Shell★ 36Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Go · npm
65Goodhealth index
veyliss/ai-localbase
一个本地优先的AI知识库系统（RAG），用于把本地文档接入辅导搜索与大模型对话流程。目前支持md、txt、pdf（文本）、xlsx、cvs类型。支持mcp服务
Go · TypeScript · CSS★ 379Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
crates.io · PyPI
65Goodhealth index
yp3y5akh0v/citadel
Local-first encrypted memory for AI agents
Rust★ 3↓ 458/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
4R9UN/mcp-kql-server
Kusto and Log Analytics MCP server help you execute a KQL (Kusto Query Language) query within an AI prompt, analyze, and visualize the data.
Python★ 23↓ 480/moOct 4, 2026
MITOct 4, 2026 · metrics 2.10.0
npm · Maven
63Moderatehealth index
Cantara/kcp-agent
An open source deterministic or LLM-enhanced agent showcasing and implementing the KCP protocol
TypeScript · Java · Rust★ 0↓ 1,410/moSep 9, 2026
Custom licenseSep 9, 2026 · metrics 2.10.0
Maven
63Moderatehealth index
TASure/sureai
零第三方依赖的 Java 大模型统一接入工具库：OpenAI/Azure/Anthropic/Gemini/DeepSeek/通义千问/智谱/Kimi/豆包/百度千帆/Ollama 模块化隔离，静态工具类开箱即用。
Java★ 1Oct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
antonyrag/ragleap-core
Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.
Python · Java★ 12↓ 745/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
crajah/post-graph-rag
High-Precision GraphRAG. Native to PostgreSQL.
Python★ 12↓ 2,707/moOct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
cucupac/shellbrain
ShellBrain. Long-term memory for AI.
Python★ 13Aug 24, 2026
No licenseAug 24, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
i-ops-hq/assurance
Point it at a folder and find out what is missing, and what silently changed. Coverage over dated or numbered series, plus a baseline anyone can keep. No model decides any of it.
Python★ 0↓ 6,239/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
jachinsamuel/Ace
AI-powered Git copilot for your terminal. Talk to Git in plain English, automate commits, review code, and manage repos with a beautiful TUI.
Python★ 3↓ 1,003/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
Packagist
63Moderatehealth index
mabou7agar/laravel-ai-support
No repository description published.
PHP★ 1↓ 11.4K/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
npm
63Moderatehealth index
mdgate/converters
Read almost any file as Markdown for AI agents and LLM apps. 150+ formats, pure TypeScript — PDF, Office, iWork, HWP, email, ebooks, archives, and more.
TypeScript★ 2↓ 30.9K/moSep 30, 2026
MITSep 30, 2026 · metrics 2.10.0
Go
63Moderatehealth index
petal-labs/cortex
Memory and knowledge service, MCP and TUI for AI agent workflows.
Go★ 1Sep 20, 2026
MITSep 20, 2026 · metrics 2.10.0
Go
63Moderatehealth index
sanonone/kektordb
AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.
Go · Python★ 82Sep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI · npm
63Moderatehealth index
surendranb/wikipedia-mcp-server
Progressive-retrieval MCP server for Wikipedia
Python★ 0↓ 3,067/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
npm
63Moderatehealth index
yoloshii/ClawMem
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
TypeScript★ 210↓ 737/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
npm
62Moderatehealth index
MrDoe/OpenCodeRAG
OpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powered by locally-hosted embedding models. It features a seamless integration with OpenCode and offers a CLI interface for external usage.
TypeScript★ 47↓ 2,103/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm
62Moderatehealth index
OpenSourceAGI/qwksearch-research-agent
🧠💻 Reimagine the Internet as Self-Organizing Mind Map 🤖🔎 STREAM: Search with Top Result Extraction & Answer Model 📈📝 REASON Docs Writing Agent 🚜📜 Tractor the Text Extractor 🔤📊 SEEKTOPIC
TypeScript★ 75↓ 95.7K/moSep 13, 2026
Custom licenseSep 13, 2026 · metrics 2.10.0
npm
62Moderatehealth index
Sqhao-O/dsh-docs
Fully local document intelligence for DeepSeek Harness. Parse PDF, Office files, images, and scanned documents with offline OCR. | DeepSeek Harness 全本地文档智能插件，支持 PDF、Office、图片与离线 OCR
TypeScript · Python · JavaScript★ 13↓ 2,003/moSep 18, 2026
MITSep 18, 2026 · metrics 2.10.0
PyPI
62Moderatehealth index
VBlackJack/Datacron
Local-first MCP server to query and maintain a Markdown vault from Claude, Cursor, Gemini, Codex & other AI clients - no cloud, no context dump. Guided setup + standalone binaries.
Python★ 0↓ 3,913/moSep 18, 2026
Custom licenseSep 18, 2026 · metrics 2.10.0
Go
62Moderatehealth index
ca-srg/ragent
CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).
Go★ 13Sep 24, 2026
Custom licenseSep 24, 2026 · metrics 2.10.0
npm
62Moderatehealth index
leorsousa05/CrewLoop
A team of specialized AI agents covering the complete software development flow — from requirements discovery to deploy. One responsibility per agent, specs as source of truth, no shortcuts.
TypeScript★ 8↓ 211/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
npm · PyPI
62Moderatehealth index
reowens/grepmax
Semantic code search for coding agents — search by meaning like grep, trace call graphs, find tests & blast radius. 100% local embeddings (ONNX/MLX), MCP server, plugins for Claude Code, OpenCode, Codex & Droid.
TypeScript★ 0↓ 3,371/moSep 9, 2026
Apache-2.0Sep 9, 2026 · metrics 2.10.0
Go
62Moderatehealth index
srfrog/goldie-mcp
Multi-agent memory MCP server in Go to share typed memories across Claude Code, Codex, and more
Go★ 4Sep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
npm · crates.io
62Moderatehealth index
umacloud/umadev
UmaDev: A coding agent that works like a real dev team, commanding the Claude Code / Codex / OpenCode you already use.
Rust★ 257↓ 271/moSep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
PyPI
62Moderatehealth index
veracium-ai/Veracium
Provenance-aware memory for AI agents.
Python★ 9↓ 3,182/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
Go · npm
60Moderatehealth index
BenyD/haypile
Private search and Q&A for your documents. One binary that watches your folders and answers questions with citations, fully local.
Go · TypeScript★ 2Sep 19, 2026
AGPL-3.0Sep 19, 2026 · metrics 2.10.0