Search results for "environment"
Microsoft App Configuration Data Client Library for Python
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
Microsoft Azure Identity Library for Python
Microsoft Corporation Key Vault Secrets Client Library for Python
Microsoft Azure Monitor Opentelemetry Distro Client Library for Python
Microsoft Azure Monitor Opentelemetry Exporter Client Library for Python
Microsoft Azure Service Bus Client Library for Python
Microsoft Azure Blob Storage Client Library for Python
Python client for the official Notion API
OpenTelemetry LlamaIndex instrumentation
OpenTelemetry crewAI instrumentation
OpenTelemetry Cohere instrumentation
Python lib/cli for JSON/YAML schema validation
A wizard-like JSON serialization library for Python dataclasses
OpenTelemetry Anthropic instrumentation
OpenInference instrumentation utilities
The PEX packaging toolchain.
OpenTelemetry Langchain instrumentation
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
OpenTelemetry Vertex AI instrumentation
Google Cloud Artifact Registry API client library
A model-driven approach to building AI agents in just a few lines of code
Cloud Custodian - Parallel Execution
A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.
The Microsoft Graph Python SDK
The dynamic configurator for your Python Project
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym).
Use Database URLs in your Django Application.
Dependency injection framework for Python
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
A Django app providing DB, form, and REST framework fields for zoneinfo and pytz timezone objects.
Community maintained hooks for PyInstaller
Fiona reads and writes spatial data files
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.
Type hints (PEP 484) support for the Sphinx autodoc extension
A modern Python package and dependency manager supporting the latest PEP standards
asyncio rate limiter, a leaky bucket implementation
A tool for scanning Python environments for known vulnerabilities
A pytest plugin to report test results as JSON files
Azure Resource Detector for OpenTelemetry
Python module for audio and music processing
An asynchronous networking framework written in Python
SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
Google Ai Generativelanguage API client library
CMake is an open-source, cross-platform family of tools designed to build, test and package software
A lightweight console printing and formatting toolkit
parallel graph management and execution in heterogeneous computing
Modern high-performance serialization utilities for Python
A stats collection and distributed tracing framework
Orchestrate your dbt projects in Airflow
pip-tools keeps your pinned dependencies fresh.
Google Cloud Automl API client library
Google Cloud Orchestration Airflow API client library
tox is a generic virtualenv management and test command line tool
Google Cloud Workflows API client library
Jupyter protocol implementation and client libraries
Google Cloud Compute API client library
Client library to connect to the LangSmith Observability and Evaluation Platform.
A collection of framework independent HTTP protocol utils.
IPython: Productive Interactive Computing
the blessed package to manage your versions by scm tags
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
Poetry PEP 517 Build Backend
Typer, build great CLIs. Easy to code. Based on Python type hints.
Fast, Extensible Progress Meter
🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models
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
pytest plugin for test session metadata
Open-source, secure environment with real-world tools for enterprise-grade agents.
Accelerated property cache
Sandboxed code execution for AI agents, locally or on the cloud.
Python client library for IBM Cloudant
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.
MCP-NixOS - Model Context Protocol Server for NixOS resources
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
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
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
AI Observability & Evaluation
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
A Python-based low-modeling low-code open-source platform for smart and AI-enhanced software
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
A MCP (Model Context Protocol) server for interacting with dbt.
Natural (2-way) voice conversations with Claude Code
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
🔬 Harness Vibe Research with Self-evolving AI Scientists
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
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.
Secure, Fast, and Extensible Sandbox runtime for AI agents.
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
The Unofficial and Awesome Home Assistant MCP Server
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
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.
Most advanced AI coworker
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
Seedance 2.0 Shot Design Skills
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Build and run agents you can see, understand and trust.
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
Open-source sandboxes for code execution, browser use, and AI agents.
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
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.
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.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package， enabling any AI agent to instantly upgr
Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup — a secure foundation
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
A comprehensive evaluation framework for AI agents and LLM applications.
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
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
The agent that grows with you
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
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
Security scanner for AI agents, MCP servers and agent skills.
The Best AI Agent Framework for Agent Collaboration.
The official Python library for the OpenAI API
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
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.
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
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
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
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.
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
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.
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
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
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
Give your AI agents persistent memory.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
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.
Nextcloud MCP Server
comprehensive Discord selfbot MCP server using discord.py-self
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
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
structured outputs for llms
OSCAL tools for AI agents
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.
Patch asyncio to allow nested event loops
Local MCP server for DuckDB and MotherDuck
MCP Server for Computer Use in Windows
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
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Harness LLMs with Multi-Agent Programming
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
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
"RAG-Anything: All-in-One RAG Framework"
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.
💡 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.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
Core library used by SDKs for IBM Cloud Services
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
OpenClaw reimagined in pure Python — autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
Group Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
Production ready. AI Agent Workflow System for Claude Code
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
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.
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
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
Published in CNCF Landscape: A MCP server for Kubernetes.
🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️
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.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
API to interact with the python pyproject.toml based projects
Agentic RAG R1 Framework via Reinforcement Learning
Multi-agent memory consistency platform. We're hiring contributors—check HIRING.md
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
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.
auto-wing is a tool that uses LLM to assist automated testing
Benchmark for vector databases.
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Unified framework for building enterprise RAG pipelines with small, specialized models
A local sandbox for your AI agents
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
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.
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
🎬 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
autonomous agent with access to a tool library
Shell and coding agent on mcp clients
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.
Supercharge Your LLM Application Evaluations 🚀
Prompt Driven Development Command Line Interface
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
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
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.
Create a plan from a description in minutes
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
MCP server for searching electronic components for PCB assembly
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding — they're redefining how software changes the world.
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
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
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
The Next-Gen Agent-Native Skill Recommendation Engine
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Life sciences computational skills for scientific AI agents
MaverickMCP - Personal Stock Analysis MCP Server
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
A multi-agent LLM system for detecting and resolving cognitive dissonance.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
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
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
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
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.
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
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
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
Learn it. Build it. Ship it for others.
AI skills that turns coding agents into UiPath experts.
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.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
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
A simple Python sandbox for helpful LLM data agents
Agent memory and conflict detection platform. We're hiring contributors check HIRING.md
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
🤖 The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-
MCP Server for Simplenote integration with Claude Desktop
The LLM Evaluation Framework
📊 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
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
A Multi-Agentic AI Assistant/Builder
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
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
LLM proxy to observe and debug what your AI agents are doing.
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
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Auto-Use Computer Use — drives your OS, browser, scours the web, writes your code. One agent, end to end.
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.
No description
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
Starter app for building AI SaaS (RAG, Agentic workflow) applications
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
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence — dangerous capabilities were never built.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
Your AI-powered SWE teammate, built into your git workflow
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.
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.
Keyring backend for Google Auth tokens
Pytest plugin to generate json report in CTRF (Common Test Report Format)
a jinja2 extension to use humanize library inside jinja2 templates
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 +
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
A structured multi-agent framework for coordinated AI collaboration
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.
Connect any LLM to OpenClaw — production-tested middleware for Qwen3-235B and beyond
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
A command-line interface tool for serving LLM using vLLM.
# 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。
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.
AI-powered PRD generation for Claude Code with taskmaster integration
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.
A productive AI coworker that learns, self-improves, and ships work.
Runs agentic coding assistants in Docker containers
Self-hosted autonomous AI agent — runs on your PC, controls your environment, connects to any MCP server.
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.🚀
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
🍀 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.
The open framework for extensible & grounded AI agent orchestration.
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
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
YAML parser and emitter for Python with support for free-threading
A local LLM-based autonomous agent orchestration platform featuring async background tasks, context-isolated sub-agents, dynamic knowledge injection, and strict security approval gates (Plan Mode).
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
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
Broken RAG For The Broken Souls
AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
Self-hosted autonomous AI agent — 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
🪈 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 localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
Safely run untrusted Python code using Pyodide and Deno
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
Block AI agent access to sensitive macOS paths and log all actions to protect private data during command execution.
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
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music — autonomously. 30hrs for $0.04.
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.
Provide a local, privacy-focused AI assistant for Telegram that runs fully on your machine without sending data to the cloud.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
A collection of Summoner clients and agents featuring example implementations and reusable templates
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
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
🛒 Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
🚀 Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
Builds an autonomous AI robot with vision, voice, and decision-making capabilities using Python, PyTorch, and CUDA technology.
🤖 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.
🦾 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
Mistral-common is a library of common utilities for Mistral AI.
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.
Apache Beam SDK for Python
Looker REST API
Python library to interact with Amazon SageMaker Unified Studio
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
A fast and minimal framework for building agentic systems
A Python-Script Based Generative AI platform
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed
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.