Sandbox
110 repos for rag · ResearchClear
ModelEngine-Group/
nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

5.9k
dukesun99/
Corpus2Skill

Official Findings of EMNLP 2026 implementation of Corpus2Skill: compile a document corpus into a navigable skill hierarchy that LLM agents explore at query time, with document lookup instead of a serving-time vector-search service.

85
mindscale-noah/
MindMemOS

Memory service, SDK, CLI, and plugins for agent recall and writeback.

981
Davidyz/
VectorCode

A code repository indexing tool to supercharge your LLM experience.

873
alibaba/zvecFrameworks & SDKs

A lightweight, lightning-fast, in-process vector database

16k

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

3.8k
eazybytes/
spring-ai
eazybytes/spring-aiTutorials & Guides

From Java Dev to AI Engineer: Spring AI Fast Track

158
liliu-z/
stashbase

Turn your local files into a Wiki for your agents. Open-source and local-first.

605
oneal2000/
SR-Agents

SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

103
sachitrafa/
YourMemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

267
MicrosoftDocs/
mcp

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

1.9k
ali-kamali/
Axon.MCP.Server

Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants

166
lna-lab/
distill-kura

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.

48