Search results for "performance"
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
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
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.
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.
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
AI Agent Framework, the Pydantic way
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.
Group Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
Unleash Next-Level AI! π π» Code Generation: DeepSeek r1 + Claude 3.7 Sonnet - Unparalleled Performance! π Content Creation: DeepSeek r1 + Gemini 2.5 Pro - Superior Quality! π OpenAI-Compatible. οΏ½
Most advanced AI coworker
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ππ» Integrates with 50+ LLM Providers,
Open-source sandboxes for code execution, browser use, and AI agents.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
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
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
MCP server that saves 97% of AI coding tokens β your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
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
Make AI work for Everyone - Monitoring and governing for your AI/ML
Official MCP Servers for AWS
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.
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
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
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.
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
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
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‘
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 comprehensive evaluation framework for AI agents and LLM applications.
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
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
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
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
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.
A MCP (Model Context Protocol) server for interacting with dbt.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
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.
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. π Official updates only via twitter @Martin993
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.
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.
High-Performance Engine for Multi-Vector Search
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
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
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
The Pinecone Python client
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
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Open-source framework for conversational voice AI agents
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
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"
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Lightweight semantic code search engine β 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
π Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
Benchmark for vector databases.
π« CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features β fully self-hosted via Ollama.
Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL
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.
[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
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
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.
AI-powered PRD generation for Claude Code with taskmaster integration
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Shell and coding agent on mcp clients
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
π Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
A collection of Summoner clients and agents featuring example implementations and reusable templates
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.
π Optimize model loading in ComfyUI with flexible node connections and controlled sequences for better performance and memory management.
π§ Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
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
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 Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
π οΈ Simplify your tasks with MineContext, an open-source AI tool that provides context-aware support for clarity and efficiency in work and study.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
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.
Lightweight hallucination detection framework for RAG applications
A command-line interface tool for serving LLM using vLLM.
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 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
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
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
A fast and minimal framework for building agentic systems