Research & Knowledge Management
Public
ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Tag preview
Evaluation Suite
58 preview projects.
MCP Tool Integration
Public
Scrapling
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Vector Retrieval and RAG
Public
ruflo
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
prettier
Prettier is an opinionated code formatter.
Tool Connections & Integrations
Public
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
Research & Knowledge Management
Public
LightRAG
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Software Development & Delivery
Public
dspy
DSPy: The framework for programming—not prompting—language models
Research & Knowledge Management
Public
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
LLM Application Framework
Public
langgraph
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
MCP Tool Integration
Public
opendataloader-pdf
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Vector Retrieval and RAG
Public
haystack
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
serena
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
adk-python
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Self-hosted AI Workspace
Public
opik
Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.
Self-hosted LLMDocker deploymentModel backends
Agent SDK and Runtime
Public
pydantic-ai
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Agent SDK and Runtime
Public
RagaAI-Catalyst
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Observability and Evaluation
Public
deepeval
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
Vector Retrieval and RAG
Public
memvid
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Frontend Agents and Generative UI
Public
ragas
Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.
Generative UIFrontend agentsReact
MCP Tool Integration
Public
headroom
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Observability and Evaluation
Public
phoenix
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
Software Development & Delivery
Public
MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
MCP Tool Integration
Public
PraisonAI
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Security Review & Permission Governance
Public
bandit
Bandit is a tool designed to find common security issues in Python code.
Self-hosted AI Workspace
Public
R2R
Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG
Public
Verba
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Observability and Evaluation
Public
evidently
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
Research & Knowledge Management
Public
feast
The Open Source Feature Store for AI/ML
Tool Connections & Integrations
Public
LaVague
Large Action Model framework to develop AI Web Agents
MCP Tool Integration
Public
XcodeBuildMCP
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Vector Retrieval and RAG
Public
pgai
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
UltraRAG
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
Kiln
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
zep
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Vector Retrieval and RAG
Public
infinity
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Research & Knowledge Management
Public
agenta
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Tool Connections & Integrations
Public
nano-graphrag
A simple, easy-to-hack GraphRAG implementation
Tool Connections & Integrations
Public
EvoAgentX
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
Software Development & Delivery
Public
OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
MCP Tool Integration
Public
memobase
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
edgequake
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
bm25s
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
kernels
Build compute kernels and load them from the Hub.
Agent SDK and Runtime
Public
agent-memory
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
MCP Tool Integration
Public
remnic
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
Midas
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
neuralmind
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
nlm-memory
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
Causal-Memory-Layer
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
browser-automation
Public
browser-agent-driver
LLM-driven browser automation with wallet extension testing. Accessibility tree + optional vision.
MCP Tool Integration
Public
ai-omni-skills-mcp-retrieval
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
knitbrain
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
oh-no-my-claudecode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
sanook-cli
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
LLM Application Framework
Public
langgraphjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
MCP Tool Integration
Public
mnemo
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
stagehand
An AI web browsing framework focused on simplicity and extensibility.
Vector Retrieval and RAG
Public
valis-cli
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings