Search results for "for"
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
A framework for managing and maintaining multi-language pre-commit hooks.
Microsoft Azure AI Inference Client Library for Python
Microsoft Azure Core Library for Python
Microsoft App Configuration Data Client Library for Python
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
Microsoft Azure Azure Data Tables Client Library for Python
Microsoft Azure Identity Library for Python
Microsoft Corporation Key Vault Secrets Client Library for Python
Microsoft Azure Management Core Library for Python
Microsoft Azure Monitor Opentelemetry Distro Client Library for Python
Microsoft Azure Monitor Opentelemetry Exporter Client Library for Python
Microsoft Azure Cognitive Search Client Library for Python
Microsoft Azure Service Bus Client Library for Python
Microsoft Azure Blob Storage Client Library for Python
Microsoft Azure Azure File Share Storage Client Library for Python
Microsoft Azure Azure Queue Storage Client Library for Python
SPDX parser and tools.
Python client for the official Notion API
A backport of Django's built in Tasks framework
OpenTelemetry LlamaIndex instrumentation
Package for AWS-specific Dagster framework solid and resource components.
OpenTelemetry crewAI instrumentation
A library for exchanging data between Python and JavaScript
FlashInfer: Kernel Library for LLM Serving
OpenTelemetry Cohere instrumentation
Utility tool for converting various files to Markdown
Django extension to allow working with 'clusters' of models as a single unit, independently of the database
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
Proxy (SOCKS4, SOCKS5, HTTP CONNECT) client for Python
A Lucene query parser generating ElasticSearch queries and more !
Easy VCS-based management of project version strings
A library for indexing Django models with Elasicsearch, OpenSearch or database and searching them with the Django ORM.
A wizard-like JSON serialization library for Python dataclasses
Property-based testing framework for Open API and GraphQL based apps
OpenTelemetry Anthropic instrumentation
AsyncIO version of the standard multiprocessing module
AWS SDK extension for OpenTelemetry
Simple framework for creating REST APIs
PDF file reader/writer library
Factory boy classes for wagtail
Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring
OpenInference instrumentation utilities
Python API and tools to manipulate OpenDocument files
Dynamic versioning based on VCS tags for uv/hatch project
Python Social Authentication, Django integration.
unittest subTest() support and subtests fixture
OAuth2 Provider for Django
An international phone number field for django models.
The PEX packaging toolchain.
OpenTelemetry Langchain instrumentation
WebSocket client & server library, WAMP real-time framework
django-taggit is a reusable Django application for simple tagging.
Official Python package for working with the Roboflow API
OpenInference Semantic Conventions
Python social authentication made simple.
Pytest plugin for aiohttp support
Generic automation framework for acceptance testing and robotic process automation (RPA)
Brings async, event-driven capabilities to Django.
Celery result backends for Django.
Postgresql fixtures and fixture factories for Pytest.
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
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
OpenTelemetry Vertex AI instrumentation
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML.
Auth0 Python SDK - Management and Authentication APIs
Google Cloud Artifact Registry API client library
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
Async generators and context managers for Python 3.5+
A model-driven approach to building AI agents in just a few lines of code
behave is behaviour-driven development, Python style
Cloud Custodian - Parallel Execution
A record linkage toolkit for linking and deduplication
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
Database-backed Periodic Tasks.
Tools for stamping and signing PDF files
The Microsoft Graph Python SDK
The dynamic configurator for your Python Project
Hamcrest framework for matcher objects
SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications.
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym).
Python framework for fast Vector Space Modelling
Scapy: interactive packet manipulation tool
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
Toolkit for Dagster integrations with transform logic outside of Dagster
Asyncer, async and await, focused on developer experience.
Rebuild Sphinx documentation on changes, with hot reloading in the browser.
A development tool to measure, monitor and analyze the memory behavior of Python objects.
Faster Whisper transcription with CTranslate2
Use Database URLs in your Django Application.
Pytest plugin to randomly order tests and control random.seed.
Dagster is an orchestration platform for the development, production, and observation of data assets.
Implements a fake file system that mocks the Python file system modules.
A minimal JSON Web Token authentication plugin for Django REST Framework
Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
use icdiff for better error messages in pytest assertions
Dependency injection framework for Python
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
The build backend used by PDM that supports latest packaging standards
A Django app providing DB, form, and REST framework fields for zoneinfo and pytz timezone objects.
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
A sphinx extension for designing beautiful, view size responsive web components.
Up-to-date simple useragent faker with real world database
A pytest wrapper with fixtures for Playwright to automate web browsers
Orbax Checkpoint
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
Fancy PyPI READMEs with Hatch
Setuptools Rust extension plugin
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team.
Strict separation of settings from code.
A Python framework for building reactive web-apps. Developed by Plotly.
MinIO Python SDK for Amazon S3 Compatible Cloud Storage
A light-weight and flexible data validation and testing tool for statistical data objects.
Python Client SDK for Unstructured API
Type hints (PEP 484) support for the Sphinx autodoc extension
A tool that automatically formats Python code to conform to the PEP 8 style guide
A modern Python package and dependency manager supporting the latest PEP standards
Sane and flexible OpenAPI 3 schema generation for Django REST framework
asyncio rate limiter, a leaky bucket implementation
Python SDK for Claude Code
Ultralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.
Freely available tools for computational molecular biology.
Lightweight, extensible schema and data validation tool for Pythondictionaries.
This project extends the Application Insights API surface to support Python.
A tool for scanning Python environments for known vulnerabilities
Fast and simple WSGI-framework for small web-applications.
Interface between LLMs and your data
Azure Resource Detector for OpenTelemetry
Radically simplified static file serving for WSGI applications
Python module for audio and music processing
An asynchronous networking framework written in Python
Core component of the Microsoft Graph Python SDK
Pytest Plugin to disable socket calls during tests
Extended JWT integration with Flask
Microsoft Azure Storage Common Client Library for Python
Library for analyzing ELF files and DWARF debugging information
Calculate prices for calling LLM inference APIs.
Dynamic version generation
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
PyTorch native Metrics
A declarative object transformer and formatter, for conglomerating nested data.
A framework for elegantly configuring complex applications
Toolbox for imbalanced dataset in machine learning
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.
A command line interface for Databricks
Vectorized spatial vector file format I/O using GDAL/OGR
Client library for the Qdrant vector search engine
Django-filter is a reusable Django application for allowing users to filter querysets dynamically.
A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list.
CORS support for aiohttp
PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
A package to repair broken json strings
Google Generative AI High level API client library and tools.
Google Ai Generativelanguage API client library
Meson Python build backend (PEP 517)
CMake is an open-source, cross-platform family of tools designed to build, test and package software
Python Geocoding Toolbox
A framework for building Singer taps and targets
django-cors-headers is a Django application for handling the server headers required for Cross-Origin Resource Sharing (CORS).
Form rendering, validation, and CSRF protection for Flask with WTForms.
Documentation that simply works
Form validation and rendering for Python web development.
Python library to build pretty command line user prompts ⭐️
Parameterized testing with any Python test framework
A library for automatically generating command line interfaces.
A lightweight console printing and formatting toolkit
parallel graph management and execution in heterogeneous computing
Super lightweight function registries for your library
Modern high-performance serialization utilities for Python
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
Python client library for Modal
The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information from within their applications to the AWS X-Ray service.
A refreshing functional take on deep learning, compatible with your favorite libraries
A stats collection and distributed tracing framework
Industrial-strength Natural Language Processing (NLP) in Python
Orchestrate your dbt projects in Airflow
Travel through time in your tests.
pytest plugin for generating HTML reports
Open source library for training and deploying models on Amazon SageMaker.
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.
Open World Holidays Framework
Embeddings, Retrieval, and Reranking
A data analysis library that is optimized for humans instead of machines.
Python Data Validation for Humans™
WSGI Middleware for OpenTelemetry
The property-based testing library for Python
GraphQL Framework for Python
pytest plugin to re-run tests to eliminate flaky failures
A Python module for working with the Tableau Server REST API.
Library with high-level APIs for creating and executing LangGraph agents and tools.
MLflow is an open source platform for the complete machine learning lifecycle
SGLang is a fast serving framework for large language models and vision language models.
Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
Google Cloud Automl API client library
A library implementing the 'SemVer' scheme.
Google Cloud Orchestration Airflow API client library
Provider package apache-airflow-providers-common-sql for Apache Airflow
WebSocket library for Trio
tox is a generic virtualenv management and test command line tool
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
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.
The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
ASGI instrumentation for OpenTelemetry
A friendly Python library for async concurrency and I/O
Simple LRU cache for asyncio
Pydantic OpenAPI schema implementation
An extension module for click to enable registering CLI commands via setuptools entry-points.
Distributed Task Queue.
the modular source code checker: pep8 pyflakes and co
List processing tools and functional utilities
Natural Language Toolkit
Google Cloud Workflows API client library
Prometheus Metric Exporter for OpenTelemetry
Jupyter protocol implementation and client libraries
Google Cloud Compute API client library
Client library to connect to the LangSmith Observability and Evaluation Platform.
Python dependency management and packaging made easy.
The Slack API Platform SDK for Python
itertools and builtins for AsyncIO and mixed iterables
Thin-wrapper around the mock package for easier use with pytest
Convenient Filesystem interface over GCS
Agent Framework / shim to use Pydantic with LLMs, slim package
pytest xdist plugin for distributed testing, most importantly across multiple CPUs
An autocompletion tool for Python that can be used for text editors.
Traitlets Python configuration system
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
A collection of framework independent HTTP protocol utils.
IPython: Productive Interactive Computing
Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Python client for Sentry (https://sentry.io)
the blessed package to manage your versions by scm tags
Wrappers to call pyproject.toml-based build backend hooks.
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
Timeout context manager for asyncio programs
Library for building powerful interactive command lines in Python
Pytest plugin for measuring coverage.
Poetry PEP 517 Build Backend
Python plotting package
Simple, modern and high performance file watching and code reload in python.
A simple framework for building complex web applications.
A utility belt for advanced users of python-requests
Typer, build great CLIs. Easy to code. Based on Python type hints.
More routines for operating on iterables, beyond itertools
Sniff out which async library your code is running under
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
OpenTelemetry Semantic Conventions
aiosignal: a list of registered asynchronous callbacks
Module for decorators, wrappers and monkey patching.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Fast, Extensible Progress Meter
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
Command line tool for manipulating wheel files
The PyPA recommended tool for installing Python packages.
Powerful data structures for data analysis, time series, and statistics
High-level concurrency and networking framework on top of asyncio or Trio
Async client for aws services using botocore and aiohttp
Most extensible Python build backend with support for C/C++ extension modules
LetsFG MCP Server — 200 airline connectors running locally + enterprise GDS/NDC APIs. Flight search & booking for Claude, Cursor, Windsurf, and any MCP-compatible AI agent.
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 — as a Claude
An MCP server wrapper for reducing tokens consumed by MCP tools.
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.
⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.
MCP-NixOS - Model Context Protocol Server for NixOS resources
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.
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9
Open Source AI Platform - AI Chat with advanced features that works with every LLM
DSPy: The framework for programming—not prompting—language models
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;
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
PraisonAI 🦞 — 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
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
A Python-based low-modeling low-code open-source platform for smart and AI-enhanced software
A MCP (Model Context Protocol) server for interacting with dbt.
LLM驱动的 A/H/美股智能分析器：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
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.
Official MCP Servers for AWS
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
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
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.
Secure, Fast, and Extensible Sandbox runtime for AI agents.
Knowledge Engine for AI Agent Memory in 6 lines of code
LlamaIndex is the leading document agent and OCR platform
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
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local or cloud.
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.
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
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
Universal memory layer for AI Agents
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
Open-source sandboxes for code execution, browser use, and AI agents.
Security scanner for GitHub repos, Agent Skills, Plugins, and MCP servers. 18 scanners. Zero dependencies.
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
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
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
SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. Features semantic caching, model profiling, and automatic failover for local AI labs.
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.
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
OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need throu
Lightning toolbox for across the our ecosystem.
A high-throughput and memory-efficient inference and serving engine for LLMs
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 — a secure foundation
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedbac
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.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
A comprehensive evaluation framework for AI agents and LLM applications.
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
🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models
Process executor (not only) for tests.
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.
The memory system your AI agent deserves. 4-stage hybrid retrieval — Vector + BM25 + Knowledge Graph + Neural Reranker — in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
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.
A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.
Security scanner for AI agents, MCP servers and agent skills.
The Best AI Agent Framework for Agent Collaboration.
Open-source Python, TypeScript, and Go SAST with dead code detection. Finds secrets, exploitable flows, and AI regressions. VS Code extension, GitHub Action, and MCP server for AI agents.
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
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
AI observability platform for production LLM and agent systems.
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
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
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
Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen
OpenTelemetry Instrumentation for AI Observability
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen
Scan MCP servers for potential threats & security findings.
RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and
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
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
Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.
Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
简洁的测试平台日志，波形(FSDB/VCD)，根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
Appwrite’s MCP server. Operating your backend has never been easier.
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
MCP Server for Turkish & American Stock Exchange and Fund Data
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
🐢 Open-Source Evaluation & Testing library for LLM Agents
AI Experiments A public repository of AI/ML projects exploring generative models, NLP, computer vision, and autonomous agents. Includes code, documentation, and demos for educational purposes.
AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.
MCP server for Atlassian tools (Confluence, Jira)
MCP server created for Freshservice, allowing AI models to interact with Freshservice modules
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
The community development of a MCP server for a Teradata database
Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features
Evaluation and Tracking for LLM Experiments and AI Agents
A Claude Code skill that turns your Obsidian vault into a living second brain — autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.
Ninja is a small build system with a focus on speed
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.
Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.
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 Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, a
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.
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
pytest plugin for test session metadata
A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, built-in IM support, and a sandboxed runtime for improved safety. Under the hood, it is powered by a Claude Code
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
structured outputs for llms
OSCAL tools for AI agents
Open-source, secure environment with real-world tools for enterprise-grade agents.
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.
PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and
NEXO Brain — 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
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
The Linux OS for AI Agents — Persistent memory, autonomy, and time-awareness for any LLM. Own the state. Rent the intelligence.
Local MCP server for DuckDB and MotherDuck
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
MCP Server for Computer Use in Windows
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
Exposes internet search tools for use by LLM-backed Assist in Home Assistant
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
AI Legal Assistant skill for Claude Code. Contract review, risk analysis, NDA generation, compliance auditing, negotiation strategy, and PDF reports — 14 skills, 5 parallel agents. If you want to lear
Accelerated property cache
Expand standard functools to methods
aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Se
Harness LLMs with Multi-Agent Programming
Python SDK for Opsgenie REST API
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Sandboxed code execution for AI agents, locally or on the cloud.
Generate a dot graph from the output of several profilers.
Ultra-lightweight pure Python package to check if a file is binary or text.
User authentication and session management for Flask.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
Custom plugins for hermes-agent — goal management, inter-agent bridge, model selection, cost control
High-Performance Engine for Multi-Vector Search
🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server
Python client library for IBM Cloudant
A Git URL parsing module (supports parsing and rewriting)
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Compatibility API between asyncio/Twisted/Trollius
Divides large result sets into pages for easier browsing
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
A sphinx extension that automatically documents argparse commands and options
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
The official Python library for the llama-cloud API
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
Agent Package Manager
Stop prompting. Start specifying.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — 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
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Build resilient language agents as graphs.
Natural (2-way) voice conversations with Claude Code
🔬 Harness Vibe Research with Self-evolving AI Scientists
剧本分镜智能体（PenShot）：剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致，支持 MCP/REST API/函数调用 | Python库 + A2A集成。（LLM-powered screenplay-to-video-prompt a
Build autonomous AI agents in Python.
The Unofficial and Awesome Home Assistant MCP Server
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 🦀 by the humans at https://kilo.ai
Self improving agents through iterations
Most advanced AI coworker
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!
Build and run agents you can see, understand and trust.
SRE Agent - CNCF Sandbox Project
Reenter an async event loop from synchronous code
Give any AI agent a full desktop — 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)
Invoke py.test as distutils command with dependency resolution
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
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， enabling any AI agent to instantly upgr
A model-driven approach to building AI agents in just a few lines of code.
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
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
Production ready. AI Agent Workflow System for Claude Code
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
The agent that grows with you
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
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. 一个简单的恰到
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
🚀 The fast, Pythonic way to build MCP servers and clients.
Agent Zero AI framework
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Microsoft Agent Framework, Az
AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
An open-source AI assistant framework with skills and agent architecture
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.
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Give your AI agents persistent memory.
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
A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...
Nextcloud MCP Server
comprehensive Discord selfbot MCP server using discord.py-self
DSL and compiler framework for automated finite-differences and stencil computation
Buddhist Digital Text Platform — 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)
Published in CNCF Landscape: A MCP server for Kubernetes.
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.
Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugins.
Describe it or draw it. Kiln makes it real. — 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
See how you really use AI — X-ray your AI coding sessions locally
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
A helper class for handling configuration defaults of packaged apps gracefully.
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,
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
Agentic RAG R1 Framework via Reinforcement Learning
Multi-agent memory consistency platform. We're hiring contributors—check HIRING.md
One API for 20+ LLM providers, your databases, and your files — self-hosted, open-source AI gateway with RAG, voice, and guardrails.
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
[GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to interact with GenAI agent in code using structure data and chained-calls syntax 🧩 Use Event-Driven Flow
OpenID support for modern servers and consumers.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Self-evolving deep research system for Claude Code. Zero API keys.
Tool that just makes your open source project better using LLM agents
Benchmark for vector databases.
DeepV-Ki — Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m
Very basic event publishing system
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
Unified framework for building enterprise RAG pipelines with small, specialized models
"RAG-Anything: All-in-One RAG Framework"
A local sandbox for your AI agents
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js — 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
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.
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
Ultra-Lightweight, Pure Python Multimodal Agent.
🎬 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 · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Cop
An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Oll
Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.
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
Tools for labeling human languages with IETF language tags
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Core library used by SDKs for IBM Cloud Services
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
Test equality of unordered collections in pytest
OpenClaw reimagined in pure Python — autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
The LLM Anti-Framework
Group Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
The official Amplitude backend Python SDK for server-side instrumentation.
An MCP server for interacting with Google Colab
AI image generation skill for Claude Code -- Creative Director powered by Gemini
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
Structured Outputs
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write — before data enters your pipeline.
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.
pytest plugin for URL based testing
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through struct
A library to identify devices (phones, tablets) and their capabilities by parsing browser user agent strings.
SDK libraries for Modal
🌌 Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review — one command to deploy.
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 — running loca
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
MCP server for searching electronic components for PCB assembly
tRPC-Agent-Python provides an end-to-end foundation for agent building, orchestration, tool integration, session and long-term memory, service deployment, and observability, so you can ship reliable a
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
Dragon Brain — 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
Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.
Compact, efficient, and extensible long-term memory for LLM agents.
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
An open-source harness for spec-driven code generation.
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
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Framework for benchmarking vector search engines
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
🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️
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
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth on NVIDIA · TRL+MPS/MLX on Apple Silicon. Automates env setup, LoRA training (SFT, DPO, GRPO, vision), post-hoc
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.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangC
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. 🔔 Official updates only via twitter @Martin993
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issues—such as security vulnerabilities, bugs, and maintainability concerns.
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
A lightweight AI agent framework for vertical domain applications | 面向垂域应用的轻量级 AI Agent 框架
Autonomous Web3 security audit agent for Claude Code
🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph
auto-wing is a tool that uses LLM to assist automated testing
The Developer's Guide to AI - A Field Guide for the Working Developer
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
This package provides a DateTime data type, as known from Zope. Unless you need to communicate with Zope APIs, you're probably better off using Python's built-in datetime module.
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text — no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
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.
Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。
autonomous agent with access to a tool library
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
Shell and coding agent on mcp clients
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
A SEC EDGAR MCP (Model Context Protocol) Server
Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
A command-line application framework (and CLI parser). Friendly for users, full-featured for developers.
Parse partial JSON generated by LLM
Alibaba Cloud adb (20211201) SDK Library for Python
Creates JUnit XML test result documents that can be read by tools such as Jenkins
Learn it. Build it. Ship it for others.
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool system, memory, skills, MCP, multi-platform gateway, and self-evolution — inspired by Herme
🏛️ Hermes Gate — Terminal TUI for managing remote Hermes Agent sessions with auto-reconnect, detach support, and zero config
A simple Python sandbox for helpful LLM data agents
Agent memory and conflict detection platform. We're hiring contributors check HIRING.md
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant
🤖 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
Supercharge Your LLM Application Evaluations 🚀
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
Build, deploy, and orchestrate event-driven agents natively on Apache Flink® and Apache Kafka®
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Agentic Coding Rules, Templates etc...
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
The best way to create, deploy, and share MCP Servers
Agent samples built using the Strands Agents SDK.
MCP Server for Simplenote integration with Claude Desktop
Create a plan from a description in minutes
🍰 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 — they're redefining how software changes the world.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
📊 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
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
The Next-Gen Agent-Native Skill Recommendation Engine
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Autonomous quantitative trading research platform that transforms stock lists into fully backtested strategies using AI agents, real market data, and mathematical formulations, all without requiring a
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
OneKey Gateway CLI and SDK for routing AI agent, MCP, Skills and LLM requests by DeepNLP x AI Agent A2Z
A desktop AI agent that controls your local machine — runs commands, manages files, executes code, browses the web autonomously etc. Supports Claude, GPT, Gemini, Llama, DeepSeek, and more. .exe avail
MaverickMCP - Personal Stock Analysis MCP Server
Open-Source Intelligent Command Layer
Next generation FEniCS Form Compiler for finite element forms
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re
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.
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
A tool for resolving PEP 735 Dependency Group data
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
Project Infinity leverages MCP and Graph RAG to turn LLMs into a professional D&D 5e Game Master, governed by a dedicated dice server and a persistent player database for a truly consistent adventure.
Extension to include jQuery on newer Sphinx releases
A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.
The Operating System for AI Agent Teams
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
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safe
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.
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
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Tool for detecting secrets in the codebase
Official, Anthropic-managed directory of high quality Claude Code Plugins.
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 — from basics to production-ready setups.
Ham radio & GMRS gateway, repeater and packet radio — bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
MCP server for searching and retrieving Claude Agent Skills using vector search
Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-sessio
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.
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-
The LLM Evaluation Framework
Semantic code search for AI agents — 166+ languages, hybrid search, works offline
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
HippocampAI — Autonomous Memory Engine for LLM Agents
One command to turn any codebase into an MCP server
Starter app for building AI SaaS (RAG, Agentic workflow) applications
A Multi-Agentic AI Assistant/Builder
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
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.
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
OpenBrep: 用自然语言驱动 ArchiCAD GDL 库对象的创建、修改与编译
The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.
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 — engineering, marketing, product, compliance, C-level advisory.
sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
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.
Library for serializing and deserializing Python Objects to and from JSON and XML.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) — 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'
🤖 UI for gpt-all-star: https://github.com/kyaukyuai/gpt-all-star
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.
A small utility to modify the dynamic linker and RPATH of ELF executables.
This python module helps converting arbitrary Python objects into JSON strings and back.
Auto-Use Computer Use — drives your OS, browser, scours the web, writes your code. One agent, end to end.
sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine — zero data sent to external services.
sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
Search your files by talking to them - 100% offline
No description
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
KawaiiGPT — Open-source LLM gateway accessing DeepSeek, Gemini, and Kimi-K2 through reverse-engineered Pollinations API with no API keys required, built-in prompt injection capabilities for security r
A structured multi-agent framework for coordinated AI collaboration
Streamline hiring by connecting AI agents that evaluate, negotiate, and schedule interviews to reduce time and improve candidate fit.
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
AI-powered multi-agent system that transforms Telegram into an intelligent automation hub — routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.
Local First AI SEO Software on Nix, FastHTML & HTMX
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 — production-tested middleware for Qwen3-235B and beyond
Lightweight hallucination detection framework for RAG applications
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence — dangerous capabilities were never built.
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
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
🛠️ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
A command-line interface tool for serving LLM using vLLM.
Your AI-powered SWE teammate, built into your git workflow
India-first MCP server for NSE/BSE, fundamentals, analytics, and daily research workflows.
🦀 The first autonomous hackathon agent stop assisting and start competing (🏆 Hackathon Champion Project).
Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Ship customer-facing AI with isolation, spend controls, and provenance.
Keyring backend for Google Auth tokens
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Alibaba Cloud openapi SDK Library for Python
Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.
🤖 Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
AI co-pilot for ComfyUI — 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 jinja2 extension to use humanize library inside jinja2 templates
AI-powered PRD generation for Claude Code with taskmaster integration
AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment — all from your phone. Open source, used in active treatment.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Autonomous AI agent that researches viral content, generates posts, publishes them, measures engagement — and rewrites its own strategy based on what worked. Self-learning loop powered by LangGraph +
A self-evolving scaffold for autonomous web projects. 9 workflows, hourly self-evolution, self-healing pipeline, feedback learning loop. The repo is the system.
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
# Manga-Autonoma (powered by nano-banana-2) Autonomous AI 4-panel manga production system using Gemini API. / Gemini APIを活用した、完全自律型AI4コママンガ制作システム。
CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
The open framework for extensible & grounded AI agent orchestration.
Turn Claude Code from a chat assistant into an autonomous coding system
Control robots and physical hardware with natural language through Strands Agents.
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.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
The building blocks of an enterprise adoption framework for agentic coding — technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflo
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
🌐 Connect people and manage tasks with AILinkX, your all-in-one digital life operating system built on advanced AI technology.
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
🚀 Use Claude Code CLI for free with NVIDIA's unlimited API. This proxy converts requests to NIM format and integrates with a Telegram bot for remote control.
Computer Environments Elicit General Agentic Intelligence in LLMs
MCP Server for publicly available real-time Indian Mutual Funds data
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
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
Django extension for creating forms that vary according to user permissions
A Python framework for building flexible, multi-provider AI applications and Discord bots using OpenAI and Cohere.
Controllable and Transparent LLM Application Framework
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
Multi-agent swing trading system — automated screening, research, and execution with backtesting and live trading
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
AI-powered web app builder — describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
UK due diligence MCP server — Companies House, corporate research, compliance checks
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
A productive AI coworker that learns, self-improves, and ships work.
Runs agentic coding assistants in Docker containers
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Broken RAG For The Broken Souls
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features — fully self-hosted via Ollama.
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
An autonomous AI agent that crawls, summarizes, and publishes news articles.🚀
🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
🚀 Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
✍️ Revise and enhance novels with ReNovel-AI, your smart tool for story reimagining and memory-driven writing assistance.
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
Universal AI Agent Toolkit - Skills, Agents, and Workflows for any AI coding assistant
Supercharge OpenCode Agents: Add local terminal powers, safe file editing, background tasks, and live web search via Python Local API.
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
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 curated, daily-updated list of awesome resources, tools, SDKs, papers, and projects for Anthropic & Claude AI
🤖 Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
🛠️ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
🧭 PromptDrifter – one‑command CI guardrail that catches prompt drift and fails the build when your LLM answers change.
Second Brain is a desktop application that acts as a personal knowledge base, using retrieval-augmented generation (RAG), multimodal AI models, and a hybrid lexical/semantic search algorithm to intera
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 — built to help studen
YAML parser and emitter for Python with support for free-threading
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
GEON: Structure-first decoding via equivalence classes and field closure
Self-hosted autonomous AI agent — runs on your PC, controls your environment, connects to any MCP server.
Claude Code skills collection — CCA study guides, Twitter research, MCP review, auto-iteration tools
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
🔍 Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
🤖 Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through natural language queries.
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music — autonomously. 30hrs for $0.04.
AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
🚀 Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
Self-hosted autonomous AI agent — 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
🔍 Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
Sandboxed code execution for AI agents, locally or on the cloud. Massively parallel, easy to extend. Powering SWE-agent and more.
Practical CLI tool for maintaining open source repositories.
🤖 Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.
Provide a local, privacy-focused AI assistant for Telegram that runs fully on your machine without sending data to the cloud.
💰 Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Bui
🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
🎶 Enhance audio quality with ComfyUI-AudioSR, a versatile tool for upscaling sounds to 48kHz for better clarity and listening experience.
🪈 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
The Eternego codebase
Enable autonomous reverse engineering and recompilation of PlayStation 2 games using a structured OS for LLM agents with persistent memory and workflows
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
CLI tool to search and rank remote job opportunities
Lightweight coordination server for autonomous AI coding agents — task claiming, file locks, message passing, and health monitoring over REST
🌐 Simulate a complete modern web ecosystem for autonomous AI agents to explore, interact, and be observed within a robust research platform.
A code generator for array-based code on CPUs and GPUs
minimize python source code to find bugs more easily
An RAG for code development, implemented as MCP server with cocoindex
🔍 Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.
🌐 Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
🤖 Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
Safely run untrusted Python code using Pyodide and Deno
A package manager for agent context — install skills, reference packs, and presets for any AI agent ecosystem.
Block AI agent access to sensitive macOS paths and log all actions to protect private data during command execution.
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
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
🔍 Empower data scientists with DeepAnalyze, a tool that leverages large language models for automated data analysis and insights generation.
A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive
llm-based robot that intervenes only when needed
🧠 Store and search your notes effectively with Git-native memory storage, enhancing productivity for Claude Code users.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
🚀 Host n8n on Oracle Cloud Free Tier using Docker, secure it with Nginx and HTTPS, and connect via a custom domain with this straightforward guide.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
🤖 Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
🔍 Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
🧠 Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
🛠️ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
Autonomous multi-agent system that turns tasks into code, PRs, and self-healing workflows
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.
Enable peer-to-peer collaboration between AI agents with human supervision for complex task coordination and decision-making.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
A modular deep learning framework for training and evaluating image classification models on datasets like CIFAR-10 and MNIST. Supports configurable CNN architectures, automated training, and performa
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
🛒 Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
🔍 Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
🤖 Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
A MCP server to use StatCAN data
🎥 Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
🔍 Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
🎤 Transform speech to text on Windows with fast, local AI processing. Enjoy seamless recording and automatic integration for effective communication.
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
📄 Enable smart document and data search with AI-powered chat, vector search, and SQL querying across multiple file formats.
🤖 Generate secure, automated repo documentation and pull request checks with a safe-by-default toolchain for coding agents.
⚡ Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).
📷 Transform any camera into ROS2 image topics for seamless integration with robotic systems and effective VLA model deployment.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
🖼️ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
Open infrastructure/control plane for Unchained
🚀 Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.
📄 Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
A collection of Summoner clients and agents featuring example implementations and reusable templates
📊 Transform research papers into professional slides and posters seamlessly and quickly with Paper2Slides, saving you valuable time.
🔍 Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
🤖 Define and execute multi-agent AI workflows declaratively using YAML, simplifying orchestration and enhancing collaboration through automatic context handling.
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
🛠️ Simplify your tasks with MineContext, an open-source AI tool that provides context-aware support for clarity and efficiency in work and study.
🤖 Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.
🚀 Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
🧠 Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
🤖 Generate tailored AI training datasets quickly and easily, transforming your domain knowledge into essential training data for model fine-tuning.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
🧠 Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
🔄 Optimize model loading in ComfyUI with flexible node connections and controlled sequences for better performance and memory management.
📚 Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
🧠 Build a safe and supportive AI companion for mental health with SereneShield, part of the Kaggle × Google Agents Intensive 2025 Capstone project.
An AI guardian that remembers, watches, and acts.
Enable any language model with permanent, searchable memory using a lightweight middleware for on-demand retrieval and continuous learning.
🧠 Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
🤖 AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
🛠️ Install, manage, and share Claude Code skills effortlessly with one command, streamlining your workflow and enhancing team collaboration.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
GAN-inspired multi-agent system that autonomously builds full-stack web apps from a single prompt using Claude AI agents
💹 Analyze major cryptocurrencies' prices, market caps, and trends using Python and the CoinGecko API for informed investment decisions.
🚀 Explore high-quality skills for SpoonOS, Web3, AI productivity, and enterprise tooling with 57+ curated Python scripts across multiple challenge tracks.
No description
🗓️ Simplify booking with this AI service agent that processes queries, finds local options, and offers immediate slots and notifications.
Defines a variety of Pygments lexers for highlighting IPython code.
🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
🦾 A production‑ready research outreach AI agent that plans, discovers, reasons, uses tools, auto‑builds cited briefings, and drafts tailored emails with tool‑chaining, memory, tests, and turnkey Dock
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
Search and analyze medical literature across PubMed, ClinicalTrials.gov, and Europe PMC using AI to support clinical and research decisions.
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
🚀 Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
Provide ready-to-use plugins, hooks, and commands to enhance Claude Code sessions with data mining, automation, and integration tools.
Discover and integrate a curated, weekly-updated set of 339+ advanced AI skills to enhance OpenClaw-powered personal assistants.
🧠 Enhance your AI coding assistant with a universal knowledge base and rules system, compatible with any project and editor.
🔍 Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
Access Twitter timelines, bookmarks, and profiles from the terminal without requiring API keys, offering a simple CLI user experience.
🤖 Recommend TV shows by matching favorites, averaging embeddings, and finding similar titles using fuzzy search and vector similarity.
🛠 Remove watermarks from OpenAI Sora 2 videos using precise spectral analysis to keep video quality intact and watermark-free.
🔗 Connect your phone directly to AI agents with OpenClaw Gateway, an open-source WebSocket solution free from third-party oversight.
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
🤖 Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.
Web-Use is a CDP powered Browser Agent
Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.
🚀 Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
Builds an autonomous AI robot with vision, voice, and decision-making capabilities using Python, PyTorch, and CUDA technology.
No description
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
Efficient Retrieval Augmentation and Generation Framework
Visualisations of data are at the core of every publication of scientific research results. They have to be as clear as possible to facilitate the communication of research. As data can have different
A fast and minimal framework for building agentic systems
A Python-Script Based Generative AI platform
A fast type checker and language server for Python with powerful IDE features
A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems
Utilities for working with inspect.Signature objects.
An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.
A tool for detecting and masking secrets
Mistral-common is a library of common utilities for Mistral AI.
Plugin interface for the Pinecone python client
Microsoft Corporation Azure AI Projects Client Library for Python
Command line tool and async library to perform basic file operations on local paths, Google Cloud Storage paths and Azure Blob Storage paths.
llama-index indices llama-cloud integration
Monkey-patching and extensions for django-stubs
dlt is an open-source python-first scalable data loading library that does not require any backend to run.
OpenTelemetry Semantic Conventions Extension for Large Language Models
Assistant plugin for Pinecone SDK
Shim for the Logfire SDK which does nothing unless Logfire is installed
Apache Beam SDK for Python
Python client library and utilities for communicating with Triton Inference Server
Looker REST API
Legacy registered functions for spaCy backwards compatibility
Cross-platform tool for adding locations to the user PATH
Python library to interact with Amazon SageMaker Unified Studio
The Reportlab Toolkit
comprehensive password hashing framework supporting over 30 schemes
PyMuPDF Layout turns PDFs into structured data 10× faster than vision-based tools using AI trained on PDF internals, not images. CPU-only. No GPU required.
A shim layer for notebook traits and config
Jupyter interactive widgets for Jupyter Notebook
Human friendly output for text interfaces using Python
A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.
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 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/
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
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.