Search results for "contributions"
Microsoft Azure Management Core Library for Python
Property-based testing framework for Open API and GraphQL based apps
Python Social Authentication, Django integration.
unittest subTest() support and subtests fixture
Python social authentication made simple.
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
AMQP 1.0 Client Library for Python
Implements a fake file system that mocks the Python file system modules.
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
Cython implementation of Toolz: High performance functional utilities
Pytest Plugin to disable socket calls during tests
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more.
Python library to build pretty command line user prompts βοΈ
Orchestrate your dbt projects in Airflow
A hyperparameter optimization framework
pytest plugin for generating HTML reports
A high-level Python web framework that encourages rapid development and clean, pragmatic design.
Pygments theme using JupyterLab CSS variables
The backendβi.e. core services, APIs, and REST endpointsβto Jupyter web applications.
List processing tools and functional utilities
Jupyter protocol implementation and client libraries
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
Knowledge Engine for AI Agent Memory in 6 lines of code
pytest plugin for test session metadata
User authentication and session management for Flask.
LaunchDarkly SDK for Python
Compatibility API between asyncio/Twisted/Trollius
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9
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
MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency;
PraisonAI π¦ β Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
A Python-based low-modeling low-code open-source platform for smart and AI-enhanced software
Official MCP Servers for AWS
π¬ Harness Vibe Research with Self-evolving AI Scientists
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
Build autonomous AI agents in Python.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
LlamaIndex is the leading document agent and OCR platform
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
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
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!
Build and run agents you can see, understand and trust.
SRE Agent - CNCF Sandbox Project
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
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
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
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 packageοΌ enabling any AI agent to instantly upgr
A high-throughput and memory-efficient inference and serving engine for LLMs
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
A comprehensive evaluation framework for AI agents and LLM applications.
A model-driven approach to building AI agents in just a few lines of code.
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Make AI work for Everyone - Monitoring and governing for your AI/ML
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
44 plug-and-play skills for OpenClaw β 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
The agent that grows with you
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
Security scanner for AI agents, MCP servers and agent skills.
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
π« CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
π The fast, Pythonic way to build MCP servers and clients.
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
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
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.
Nextcloud MCP Server
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
πͺ π§ Model Context Protocol (MCP) Server for Jupyter.
structured outputs for llms
OSCAL tools for AI agents
Open-source framework for conversational voice AI agents
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIβuse as library or standalone service.
MCP Server for Computer Use in Windows
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
Harness LLMs with Multi-Agent Programming
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
"RAG-Anything: All-in-One RAG Framework"
High-Performance Engine for Multi-Vector Search
MCP server that saves 97% of AI coding tokens β your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
OpenClaw reimagined in pure Python β autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
Enterprise-grade distributed AI agent framework | Develop β Deploy β Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
pytest plugin for URL based testing
Buddhist Digital Text Platform β 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
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.
π‘βοΈAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reportingπ‘βοΈ
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,
Agentic RAG R1 Framework via Reinforcement Learning
One API for 20+ LLM providers, your databases, and your files β self-hosted, open-source AI gateway with RAG, voice, and guardrails.
AgenticX is a unified, production-ready multi-agent platform β Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesβsuch as security vulnerabilities, bugs, and maintainability concerns.
Self-evolving deep research system for Claude Code. Zero API keys.
A local sandbox for your AI agents
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
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.
π¬ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.
754 structured cybersecurity skills for AI agents Β· Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF Β· agentskills.io standard Β· Works with Claude Code, GitHub Cop
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
An MCP server for interacting with Google Colab
AI image generation skill for Claude Code -- Creative Director powered by Gemini
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 π
Memory library for building stateful agents
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
Agent samples built using the Strands Agents SDK.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
METAβAGENTIC Ξ±βAGI ποΈβ¨ β Mission π― Endβtoβend: Identify π β OutβLearn π β OutβThink π§ β OutβDesign π¨ β OutβStrategise βοΈ β OutβExecute β‘
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
A desktop AI agent that controls your local machine β runs commands, manages files, executes code, browses the web autonomously etc. Supports Claude, GPT, Gemini, Llama, DeepSeek, and more. .exe avail
Open-Source Intelligent Command Layer
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
OllamaFreeAPI: Free Distributed API for Ollama LLMs Public gateway to our managed Ollama servers with: - Zero-configuration access to 50+ models - Auto load-balanced across global nodes - Free tier w
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
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. π Official updates only via twitter @Martin993
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
AI skills that turns coding agents into UiPath experts.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
The ultimate playground to learn, experiment with, and compare modern open-source AI agent frameworks β from basics to production-ready setups.
MCP Server for Simplenote integration with Claude Desktop
π 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
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
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.
MCP server for searching and retrieving Claude Agent Skills using vector search
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
Exit pytest test session with custom exit code in different scenarios
Your AI-powered SWE teammate, built into your git workflow
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents β engineering, marketing, product, compliance, C-level advisory.
A programming framework for agentic AI
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) β it hunts, it reports. Inspired by the Obsidian Order.
Autonomous AI agent that researches viral content, generates posts, publishes them, measures engagement β and rewrites its own strategy based on what worked. Self-learning loop powered by LangGraph +
AI-powered multi-agent system that transforms Telegram into an intelligent automation hub β routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.
A command-line interface tool for serving LLM using vLLM.
Turn Claude Code from a chat assistant into an autonomous coding system
Control robots and physical hardware with natural language through Strands Agents.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
βοΈ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features β fully self-hosted via Ollama.
An autonomous AI agent that crawls, summarizes, and publishes news articles.π
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
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.
Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
Self-hosted autonomous AI agent β runs on your PC, controls your environment, connects to any MCP server.
π€ Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.
π Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
πͺ 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
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music β autonomously. 30hrs for $0.04.
π§ Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
Lightweight coordination server for autonomous AI coding agents β task claiming, file locks, message passing, and health monitoring over REST
π Empower data scientists with DeepAnalyze, a tool that leverages large language models for automated data analysis and insights generation.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
π§ Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
π€ Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
π Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
π Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
Discover and integrate a curated, weekly-updated set of 339+ advanced AI skills to enhance OpenClaw-powered personal assistants.
π₯ Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
β‘ Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
π Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
Web-Use is a CDP powered Browser Agent
π€ Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.
π§ Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
π€ Generate tailored AI training datasets quickly and easily, transforming your domain knowledge into essential training data for model fine-tuning.
π§ Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
π Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
π€ AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
Mistral-common is a library of common utilities for Mistral AI.
Monkey-patching and extensions for django-stubs
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
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.