Search results for "failures"
Property-based testing framework for Open API and GraphQL based apps
unittest subTest() support and subtests fixture
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
pytest plugin to re-run tests to eliminate flaky failures
็ฎๆด็ๆต่ฏๅนณๅฐๆฅๅฟ๏ผๆณขๅฝข(FSDB/VCD)๏ผๆ นๅ ๅๆMCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
Human-like memory for AI agents โ semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
pytest plugin for test session metadata
User authentication and session management for Flask.
89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles โ as a Claude
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
AI Agent Framework, the Pydantic way
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
Build resilient language agents as graphs.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
The Unofficial and Awesome Home Assistant MCP Server
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
Invoke py.test as distutils command with dependency resolution
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgr
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
The memory system your AI agent deserves. 4-stage hybrid retrieval โ Vector + BM25 + Knowledge Graph + Neural Reranker โ in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
A Claude Code skill that turns your Obsidian vault into a living second brain โ autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.
NEXO Brain โ Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
[GenAI Application Development Framework] ๐ Build GenAI application quick and easy ๐ฌ Easy to interact with GenAI agent in code using structure data and chained-calls syntax ๐งฉ Use Event-Driven Flow
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js โ 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
Enterprise-grade distributed AI agent framework | Develop โ Deploy โ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Describe it or draw it. Kiln makes it real. โ 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Benchmarking the gap between AI agent hype and architecture. Three agent archetypes, 73-point performance spread, stress testing, network resilience, and ensemble coordination analysis with statistica
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
Creates JUnit XML test result documents that can be read by tools such as Jenkins
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write โ before data enters your pipeline.
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Prompt Driven Development Command Line Interface
๐ฐ PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
Dragon Brain โ persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
MaverickMCP - Personal Stock Analysis MCP Server
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
A multi-agent LLM system for detecting and resolving cognitive dissonance.
Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your
AI skills that turns coding agents into UiPath experts.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-
MCP Server for Simplenote integration with Claude Desktop
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.
AI co-pilot for ComfyUI โ 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.
A productive AI coworker that learns, self-improves, and ships work.
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
๐ Self-hosted multi-agent AI orchestrator โ chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
Broken RAG For The Broken Souls
An automated, agentic exploratory testing tool that performs comprehensive QA testing on web applications, simulating human user interactions through various input methods (mouse, keyboard, TAB naviga
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate โ built to help studen
Autonomous multi-agent system that turns tasks into code, PRs, and self-healing workflows
๐ค Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
Hybrid cloud-local AI Employee that runs 24/7 on a cloud VM, monitors Gmail/WhatsApp, drafts responses, and queues approvals via git-synced Obsidian vault. Human-in-the-loop safety gates for email, so
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
Web-Use is a CDP powered Browser Agent
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized