Search results for "test"
Microsoft Azure Azure File Share Storage Client Library for Python
SPDX parser and tools.
Python client for the official Notion API
Utility tool for converting various files to Markdown
Automated generation of real Swagger/OpenAPI 2.0 schemas from Django Rest Framework code.
Utility to detect blocking calls in the async event loop
Python lib/cli for JSON/YAML schema validation
CLI for interacting with LangGraph API
A wizard-like JSON serialization library for Python dataclasses
Property-based testing framework for Open API and GraphQL based apps
Factory boy classes for wagtail
Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring
unittest subTest() support and subtests fixture
OAuth2 Provider for Django
An international phone number field for django models.
The PEX packaging toolchain.
django-taggit is a reusable Django application for simple tagging.
Pytest plugin for aiohttp support
Generic automation framework for acceptance testing and robotic process automation (RPA)
Postgresql fixtures and fixture factories for Pytest.
A complete web automation framework for end-to-end testing.
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
A pytest plugin powered by VCR.py to record and replay HTTP traffic
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
Async generators and context managers for Python 3.5+
Django model mixins and utilities
behave is behaviour-driven development, Python style
Cloud Custodian - Parallel Execution
A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.
A tool to determine the content type of a file with deep learning
A fancy and practical functional tools
Hamcrest framework for matcher objects
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym).
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
Asyncer, async and await, focused on developer experience.
A development tool to measure, monitor and analyze the memory behavior of Python objects.
Use Database URLs in your Django Application.
Pytest plugin to randomly order tests and control random.seed.
Implements a fake file system that mocks the Python file system modules.
A minimal JSON Web Token authentication plugin for Django REST Framework
use icdiff for better error messages in pytest assertions
Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks
Cython implementation of Toolz: High performance functional utilities
Up-to-date simple useragent faker with real world database
A pytest wrapper with fixtures for Playwright to automate web browsers
Community maintained hooks for PyInstaller
A configurable set of panels that display various debug information about the current request/response.
Fiona reads and writes spatial data files
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
MinIO Python SDK for Amazon S3 Compatible Cloud Storage
Type hints (PEP 484) support for the Sphinx autodoc extension
Support for many storage backends in Django
Freely available tools for computational molecular biology.
Lightweight, extensible schema and data validation tool for Pythondictionaries.
A pytest plugin to report test results as JSON files
An asynchronous networking framework written in Python
Pytest Plugin to disable socket calls during tests
MySQL driver for asyncio.
SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
Developer-friendly load testing framework
Framework for large language model evaluations
Production-ready community-driven modern Stripe-like API versioning in FastAPI
Toolbox for imbalanced dataset in machine learning
A command line interface for Databricks
Client library for the Qdrant vector search engine
A package to repair broken json strings
Run coverage and linting reports on diffs
CMake is an open-source, cross-platform family of tools designed to build, test and package software
A framework for building Singer taps and targets
Parameterized testing with any Python test framework
parallel graph management and execution in heterogeneous computing
Modern high-performance serialization utilities for Python
Orchestrate your dbt projects in Airflow
Travel through time in your tests.
pytest plugin for generating HTML reports
A Python Progressbar library to provide visual (yet text based) progress to long running operations.
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
pip-tools keeps your pinned dependencies fresh.
The property-based testing library for Python
GraphQL Framework for Python
pytest plugin to re-run tests to eliminate flaky failures
Run and manage FastAPI apps from the command line with FastAPI CLI. ๐
A library implementing the 'SemVer' scheme.
WebSocket library for Trio
tox is a generic virtualenv management and test command line tool
A set of server components for JupyterLab and JupyterLab like applications.
A high-level Python web framework that encourages rapid development and clean, pragmatic design.
An abstract syntax tree for Python with inference support.
A friendly Python library for async concurrency and I/O
pytest plugin to abort hanging tests
List processing tools and functional utilities
An easy safelist-based HTML-sanitizing tool.
Jupyter protocol implementation and client libraries
Thin-wrapper around the mock package for easier use with pytest
pytest xdist plugin for distributed testing, most importantly across multiple CPUs
Traitlets Python configuration system
A collection of framework independent HTTP protocol utils.
Pytest plugin for measuring coverage.
The comprehensive WSGI web application library.
A utility belt for advanced users of python-requests
Typer, build great CLIs. Easy to code. Based on Python type hints.
Sniff out which async library your code is running under
Extensible memoizing collections and decorators
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
Powerful data structures for data analysis, time series, and statistics
High-level concurrency and networking framework on top of asyncio or Trio
Most extensible Python build backend with support for C/C++ extension modules
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
Lightning toolbox for across the our ecosystem.
Process executor (not only) for tests.
็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)
๐ข Open-Source Evaluation & Testing library for LLM Agents
High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.
pytest plugin for test session metadata
Heuristic based boilerplate removal tool
Generate a dot graph from the output of several profilers.
pytest plugin for repeating tests
Python client library for IBM Cloudant
LaunchDarkly SDK for Python
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern โ implemented and shipped.
The Context Optimization Layer for LLM Applications
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.
The agent engineering platform
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Open Source AI Platform - AI Chat with advanced features that works with every LLM
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python โ and keeps its knowledge when
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
AI Observability & Evaluation
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
A MCP (Model Context Protocol) server for interacting with dbt.
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
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.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
Seedance 2.0 Shot Design Skills
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
run tests in isolated forked subprocesses
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
Reenter an async event loop from synchronous code
Give any AI agent a full desktop โ it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm
Declarative Agent Orchestration. Ship while you sleep.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
Invoke py.test as distutils command with dependency resolution
MCP server that gives any LLM its own computer โ managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
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
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
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
Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup โ a secure foundation
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
A comprehensive evaluation framework for AI agents and LLM applications.
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
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
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. ไธไธช็ฎๅ็ๆฐๅฐ
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
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
The Best AI Agent Framework for Agent Collaboration.
The official Python library for the OpenAI API
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
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
Deploy and manage FastAPI Cloud apps from the command line ๐
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
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.
Python SDK for Milvus Vector Database
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
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover
Nextcloud MCP Server
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
OSCAL tools for AI agents
The official Python SDK for Model Context Protocol servers and clients
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
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
Full featured redis cache backend for Django.
Patch asyncio to allow nested event loops
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
[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
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
auto-wing is a tool that uses LLM to assist automated testing
Harness LLMs with Multi-Agent Programming
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
"RAG-Anything: All-in-One RAG Framework"
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
๐ค MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
Capture the outcome of Python function calls.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Video editing MCP server for AI agents. 83 tools, 858 tests collected, 3 interfaces. Works with Claude Code, Cursor, and any MCP client. Local, fast, free.
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pr
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with ๐ฆ by the humans at https://kilo.ai
Test equality of unordered collections in pytest
The official Amplitude backend Python SDK for server-side instrumentation.
Production ready. AI Agent Workflow System for Claude Code
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Enterprise-grade distributed AI agent framework | Develop โ Deploy โ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
pytest plugin for URL based testing
Programmatic startup/shutdown of ASGI apps.
Buddhist Digital Text Platform โ 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
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
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Published in CNCF Landscape: A MCP server for Kubernetes.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
API to interact with the python pyproject.toml based projects
Agentic RAG R1 Framework via Reinforcement Learning
Devtools Protocol implementation for chrome.
Multi-agent memory consistency platform. We're hiring contributorsโcheck HIRING.md
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Benchmark for vector databases.
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Unified framework for building enterprise RAG pipelines with small, specialized models
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text โ no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop
Connect AI models like Claude & GPT with robots using MCP and ROS.
Shell and coding agent on mcp clients
A SEC EDGAR MCP (Model Context Protocol) Server
AI image generation skill for Claude Code -- Creative Director powered by Gemini
Creates JUnit XML test result documents that can be read by tools such as Jenkins
Interface Python with pkg-config
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Supercharge Your LLM Application Evaluations ๐
A coding agent optimized to smaller LLMs
Observal is an AI agent registry with first in class observabilty and eval framework
Prompt Driven Development Command Line Interface
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
Agentic Coding Rules, Templates etc...
Memory library for building stateful agents
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules โ running loca
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
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.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" โ solo operator managing 137 devices
๐ LLM Context Benchmarks - A comprehensive benchmarking tool for testing LLMs with varying context sizes using Ollama. Features dual benchmark modes (API/CLI), automatic hardware detection (optimiz
๐ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
The Next-Gen Agent-Native Skill Recommendation Engine
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
๐งฌ Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
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
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
Life sciences computational skills for scientific AI agents
MaverickMCP - Personal Stock Analysis MCP Server
Open-Source Intelligent Command Layer
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
A multi-agent LLM system for detecting and resolving cognitive dissonance.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
No description
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. ๐ Official updates only via twitter @Martin993
๐ฆ Agentic RAG for drug intelligence ยท 57 skills ยท 15 task categories ยท DTI ยท ADR ยท DDI ยท PGx ยท Repurposing ยท Powered by LangGraph
The Developer's Guide to AI - A Field Guide for the Working Developer
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
Paper-first SPY options validation platform with broker-backed scorecards, hard risk gates, paired-trade accounting, and live dashboards.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Project CodeGuard is an AI model-agnostic security framework and ruleset that embeds secure-by-default practices into AI coding workflows (generation and review). It ships core security rules, transla
The alibabacloud credentials module of alibabaCloud Python SDK.
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
Watchtower is a simple AI-powered penetration testing automation CLI tool that leverages LLMs and LangGraph to orchestrate agentic workflows that you can use to test your websites locally. Generate us
Tool for detecting secrets in the codebase
Learn it. Build it. Ship it for others.
AI skills that turns coding agents into UiPath experts.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
A simple Python sandbox for helpful LLM data agents
NanoCoder Pro โ Autonomous Coding Agent with Master-SubAgent Architecture
๐ค The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
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
The LLM Evaluation Framework
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
A Multi-Agentic AI Assistant/Builder
A thing that uses AI to write perfect applications. For those who want to know how: a governance runtime enforcing immutable constitutional rules on AI coding agents.
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
Django components that know how to render themselves.
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Wo
Library for serializing and deserializing Python Objects to and from JSON and XML.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
LLM proxy to observe and debug what your AI agents are doing.
'Turn functions and methods into fully controllable objects'
Utilities for spying on function calls in unit tests.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
This python module helps converting arbitrary Python objects into JSON strings and back.
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
Search your files by talking to them - 100% offline
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
Exit pytest test session with custom exit code in different scenarios
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
Starter app for building AI SaaS (RAG, Agentic workflow) applications
Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
Project CodeGuard is an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding agent workflows. It provides comprehensive security rules that guide AI as
๐ ๏ธ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
Your AI-powered SWE teammate, built into your git workflow
A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to streamline software development workflows, project management, and team collaboration. Includes the VibeCode Proto
๐ฆ The first autonomous hackathon agent stop assisting and start competing (๐ Hackathon Champion Project).
A tool that compiles messy natural language prompts into a structured intermediate representation (IR) and optionally sends them to LLMs like ChatGPT for cleaner, more reliable responses.
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents โ engineering, marketing, product, compliance, C-level advisory.
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
Autonomous AI agent that researches viral content, generates posts, publishes them, measures engagement โ and rewrites its own strategy based on what worked. Self-learning loop powered by LangGraph +
Multi-agent swing trading system โ automated screening, research, and execution with backtesting and live trading
โ๏ธ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
Turn Claude Code from a chat assistant into an autonomous coding system
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Control robots and physical hardware with natural language through Strands Agents.
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
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.
AI-powered PRD generation for Claude Code with taskmaster integration
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
Controllable and Transparent LLM Application Framework
A productive AI coworker that learns, self-improves, and ships work.
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features โ fully self-hosted via Ollama.
arXiv MCP Server Client ๐ enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
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.
Self-hosted autonomous AI agent โ 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
The open framework for extensible & grounded AI agent orchestration.
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
Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.
Supercharge OpenCode Agents: Add local terminal powers, safe file editing, background tasks, and live web search via Python Local API.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐ป๐ค๐งช๐
Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
minimize python source code to find bugs more easily
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
YAML parser and emitter for Python with support for free-threading
Broken RAG For The Broken Souls
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
๐ช Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt
๐ Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.
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
๐ Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
Autonomous multi-agent system that turns tasks into code, PRs, and self-healing workflows
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
๐ Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
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
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
๐ Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
An AI guardian that remembers, watches, and acts.
๐ Maximize your C# productivity with advanced techniques in strings, LINQ, and clean code, inspired by the book "Produtivo com C#."
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 Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).
Open infrastructure/control plane for Unchained
๐ Transform research papers into professional slides and posters seamlessly and quickly with Paper2Slides, saving you valuable time.
๐ค Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.
๐ค AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.
Mistral-common is a library of common utilities for Mistral AI.
Monkey-patching and extensions for django-stubs
Cross-platform tool for adding locations to the user PATH
Human friendly output for text interfaces using Python
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
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
A Python-Script Based Generative AI platform
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
SearXNG tool plugin for https://llm.datasette.io/
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.