Software Development & Delivery
Public
superpowers
An agentic skills framework & software development methodology that works.
Category preview
Software Development & Delivery
Open-source AI capabilities for coding, testing, debugging, code review, and delivery workflows.
Developer Workflow
Public
hermes-agent
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Model Serving Runtime
Preview
Ollama Local Model Runtime Pack
Model serving runtime for checking serving behavior, resource use, API compatibility, and rollback boundaries.
Model inferenceServingResource budget
LLM Application Framework
Public
langchain
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Software Development & Delivery
Public
gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
Software Development & Delivery
Public
codex
Lightweight coding agent that runs in your terminal
Vector Retrieval and RAG
Public
claude-mem
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
OpenHands
🙌 OpenHands: AI-Driven Development
Frontend Agents and Generative UI
Public
daytona
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
caveman
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
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
MCP Tool Integration
Public
cline
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
OpenSpec
Spec-driven development (SDD) for AI coding assistants.
Software Development & Delivery
Public
prettier
Prettier is an opinionated code formatter.
Customer and Team Operations
Public
twenty
Customer and team operations project for checking CRM/low-code data models, permissions, workflows, and rollback.
CRMLow-codeTeam workflows
Software Development & Delivery
Preview
Aider AI Pair Programming CLI Pack
Aider capability pack for terminal-based AI pair programming, codebase editing, model setup, repo workflows, and safe verification steps.
Software Development & Delivery
Public
trivy
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
Software Development & Delivery
Public
dspy
DSPy: The framework for programming—not prompting—language models
MCP Tool Integration
Public
continue
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
conductor
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Vector Retrieval and RAG
Public
sim
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Vector Retrieval and RAG
Public
Chroma Vector Database Pack
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Developer Workflow
Public
vibe-kanban
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Software Development & Delivery
Public
trufflehog
Find, verify, and analyze leaked credentials
Software Development & Delivery
Public
shields
Concise, consistent, and legible badges in SVG and raster format
Vector Retrieval and RAG
Public
OpenViking
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
LLM Application Framework
Public
langchainjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Agent SDK and Runtime
Public
pydantic-ai
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Software Development & Delivery
Public
olmocr
Toolkit for linearizing PDFs for LLM datasets/training
Data and AI Pipeline
Public
dagster
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
Software Development & Delivery
Public
memU
From workspace to agent memory
MCP Tool Integration
Public
midscene
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
tvm
Open Machine Learning Compiler Framework
Software Development & Delivery
Public
Instructor Structured Outputs Pack
Instructor capability pack for reliable JSON, Pydantic response models, typed extraction, validation retries, and provider-portable LLM workflows.
Software Development & Delivery
Preview
E2B Sandbox Code Execution Pack
E2B capability pack for isolated sandboxes where AI agents can safely execute code, process data, run commands, and manage files.
Vector Retrieval and RAG
Public
turbovec
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
reader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
MCP Tool Integration
Public
humanlayer
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
cocoindex
Incremental engine for long horizon agents 🌟 Star if you like it!
Developer Workflow
Public
ckeditor5
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
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
metaflow
Build, Manage and Deploy AI/ML Systems
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
Software Development & Delivery
Public
checkov
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
Software Development & Delivery
Public
BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Software Development & Delivery
Public
EverOS
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
MCP Tool Integration
Public
Upsonic
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Observability and Evaluation
Public
evidently
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
MCP Tool Integration
Public
OpenSpace
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
trafilatura
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
Frontend Agents and Generative UI
Public
harness-sdk
Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.
Generative UIFrontend agentsReact
Software Development & Delivery
Public
potpie
Spec-driven development for large codebases
Software Development & Delivery
Public
zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
Vector Retrieval and RAG
Public
superduper
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
honcho
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
MCP Tool Integration
Public
exa-mcp-server
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
memory-lancedb-pro
Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
Software Development & Delivery
Public
AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
Vector Retrieval and RAG
Public
rocketride-server
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
MCP Tool Integration
Public
Unity-MCP
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
prompttools
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Software Development & Delivery
Public
code-interpreter
Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app
Software Development & Delivery
Public
mistral-common
Official inference library for pre-processing of Mistral models
Software Development & Delivery
Public
kernels
Build compute kernels and load them from the Hub.
MCP Tool Integration
Public
cavemem
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
djblets
A collection of useful extensions for Django.
Software Development & Delivery
Public
vite-plugin-top-level-await
Transform code to support top-level await in normal browsers for Vite.
MCP Tool Integration
Public
OpenHands-CLI
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
piia-engram
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
ReviewBot
A tool for running automated static analysis on code posted to a Review Board instance.
Vector Retrieval and RAG
Public
ToM-SWE
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
sovereign-skills
12 production-grade skills for AI coding agents — setup, scope, discipline, code review, security, session management. Works with Claude Code, Codex, and Cursor.
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
sverklo
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
kgb
Python function spy support for unit tests
Software Development & Delivery
Public
gptme-agent-template
Agent workspace template for gptme - create persistent autonomous agents that build, learn, socialize, and assist you with whatever you need.
MCP Tool Integration
Public
palinode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
filecoin-pin
Filecoin Pin
MCP Tool Integration
Public
mind-mem
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Developer Workflow
Public
Velune-CLI
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Agent SDK and Runtime
Public
agentassay
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
MCP Tool Integration
Public
kioku-mesh
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
agent-skills
A collection of agent skills for Claude Code, Cursor, and other AI coding tools
Vector Retrieval and RAG
Public
ai-mind-map
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
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
oh-no-my-claudecode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
python-typelets
Type hints and utility objects for Python and Django projects.
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
MCP Tool Integration
Public
acpx
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
agent-device
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
cli
The official CLI for Lark/Feishu open platform
MCP Tool Integration
Public
firebase-tools
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
node-newrelic
New Relic agent
Software Development & Delivery
Public
redux-toolkit
The official, opinionated, batteries-included toolset for efficient Redux development
Software Development & Delivery
Public
stagehand
An AI web browsing framework focused on simplicity and extensibility.
MCP Tool Integration
Public
suggest-skills
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration