Search results for "documentation"
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.
DeepV-Ki β 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
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
PraisonAI π¦ β Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Secure, Fast, and Extensible Sandbox runtime for AI agents.
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.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
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
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
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 β a secure foundation
AI Agent Framework, the Pydantic way
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
The agent engineering platform
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
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
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.
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Universal memory layer for AI Agents
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ππ» Integrates with 50+ LLM Providers,
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
Knowledge Engine for AI Agent Memory in 6 lines of code
MCP server to manage Facebook and Instagram Ads (Meta Ads)
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
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
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
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.
SRE Agent - CNCF Sandbox Project
AgenticX is a unified, production-ready multi-agent platform β Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
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
The agent that grows with you
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
AI observability platform for production LLM and agent systems.
π¬ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.
Official MCP Servers for AWS
A local sandbox for your AI agents
π The fast, Pythonic way to build MCP servers and clients.
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...
AI Agent Backend Platform on FastAPI β MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
A Multi-Agentic AI Assistant/Builder
SDK libraries for Modal
Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review β one command to deploy.
Memory library for building stateful agents
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
The best way to create, deploy, and share MCP Servers
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
MCP server for searching electronic components for PCB assembly
Build and run agents you can see, understand and trust.
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding β they're redefining how software changes the world.
Dragon Brain β 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
One API for 20+ LLM providers, your databases, and your files β self-hosted, open-source AI gateway with RAG, voice, and guardrails.
An open-source harness for spec-driven code generation.
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.
METAβAGENTIC Ξ±βAGI ποΈβ¨ β Mission π― Endβtoβend: Identify π β OutβLearn π β OutβThink π§ β OutβDesign π¨ β OutβStrategise βοΈ β OutβExecute β‘
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
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
A high-throughput and memory-efficient inference and serving engine for LLMs
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
A comprehensive evaluation framework for AI agents and LLM applications.
comprehensive Discord selfbot MCP server using discord.py-self
A model-driven approach to building AI agents in just a few lines of code.
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
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
MaverickMCP - Personal Stock Analysis MCP Server
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
The official Python library for the OpenAI API
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
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.
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
The Unofficial and Awesome Home Assistant MCP Server
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Unified framework for building enterprise RAG pipelines with small, specialized models
A MCP (Model Context Protocol) server for interacting with dbt.
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
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Autonomous Web3 security audit agent for Claude Code
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
Python SDK for Milvus Vector Database
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
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
No description
The LLM Evaluation Framework
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
The Pinecone Python client
An open-source AI assistant framework with skills and agent architecture
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
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
Nextcloud MCP Server
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
structured outputs for llms
OSCAL tools for AI agents
Open-source, secure environment with real-world tools for enterprise-grade agents.
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
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
Ship customer-facing AI with isolation, spend controls, and provenance.
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
Tool that just makes your open source project better using LLM agents
π§ Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
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
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
"RAG-Anything: All-in-One RAG Framework"
Ham radio & GMRS gateway, repeater and packet radio β 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
LLM proxy to observe and debug what your AI agents are doing.
π§ PromptDrifter β oneβcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
π€ Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
π« CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
Your AI-powered SWE teammate, built into your git workflow
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.
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
π§ Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
The LLM Anti-Framework
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Structured Outputs
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
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.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
DSL and compiler framework for automated finite-differences and stencil computation
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Published in CNCF Landscape: A MCP server for Kubernetes.
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
π‘βοΈAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reportingπ‘βοΈ
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
CloneMe is an advanced AI platform that builds your digital twinβan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesβsuch as security vulnerabilities, bugs, and maintainability concerns.
π Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
AI-powered PRD generation for Claude Code with taskmaster integration
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
Local-first Agentic Memory Layer for MCP Agents β’ 25 tools β’ Hybrid search (FTS5 + vector + MMR) β’ GDPR β’ 100% local
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
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
DSPy: The framework for programmingβnot promptingβlanguage models
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
π€ Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
A SEC EDGAR MCP (Model Context Protocol) Server
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
Broken RAG For The Broken Souls
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
Supercharge Your LLM Application Evaluations π
Enable peer-to-peer collaboration between AI agents with human supervision for complex task coordination and decision-making.
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!
π Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
π Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music β autonomously. 30hrs for $0.04.
π Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
π€ Generate secure, automated repo documentation and pull request checks with a safe-by-default toolchain for coding agents.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
MCP server for searching and retrieving Claude Agent Skills using vector search
β‘ Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
π· Transform any camera into ROS2 image topics for seamless integration with robotic systems and effective VLA model deployment.
π€ Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
π Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
π€ Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
π Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
π₯ Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
Open infrastructure/control plane for Unchained
Lightweight coordination server for autonomous AI coding agents β task claiming, file locks, message passing, and health monitoring over REST
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
Lightweight hallucination detection framework for RAG applications
A command-line interface tool for serving LLM using vLLM.
Sandboxed code execution for AI agents, locally or on the cloud. Massively parallel, easy to extend. Powering SWE-agent and more.
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
A code generator for array-based code on CPUs and GPUs
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
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
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Safely run untrusted Python code using Pyodide and Deno
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! π»π€π§ͺπ
A Python-Script Based Generative AI platform
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
A fast and minimal framework for building agentic systems
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/