Search results for "efficient"
FlashInfer: Kernel Library for LLM Serving
A framework for optimizing textual system components (AI prompts, code snippets, etc.) using LLM-based reflection and Pareto-efficient evolutionary search.
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML.
Python framework for fast Vector Space Modelling
Efficient, Flexible and Portable Structured Generation
Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Fast inference engine for Transformer models
asyncio rate limiter, a leaky bucket implementation
Core component of the Microsoft Graph Python SDK
Run coverage and linting reports on diffs
A hyperparameter optimization framework
A Python Progressbar library to provide visual (yet text based) progress to long running operations.
Open World Holidays Framework
SGLang is a fast serving framework for large language models and vision language models.
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
An asyncio PostgreSQL driver
Library for building powerful interactive command lines in Python
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
A high-throughput and memory-efficient inference and serving engine for LLMs
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate โ 99%+ token savings vs raw file reads.
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
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
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
Token-efficient autonomous task execution with context collapse for pi coding agent
Python port of Browserscope's user agent parser
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
MCP server for Kaseya Autotask PSA โ 39 tools for companies, tickets, projects, time entries, and more
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
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
๐ฅ Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ses
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
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
Rediscover your social memories with local, AI-powered analysis. ๆฌๅฐๅ็่ๅคฉ่ฎฐๅฝๅๆๅทฅๅ ท๏ผ้่ฟ AI Agent ๅ้กพไฝ ็็คพไบค่ฎฐๅฟใ
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Build and run agents you can see, understand and trust.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
I'm going to build my own OpenClaw, with blackjack... and bun!
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
EdegQuake ๐ High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
A modular MCP server that provides commonly used developer tools for AI coding agents
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
๐ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
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๏ผ enabling any AI agent to instantly upgr
Plano is an AI-native proxy and data plane for agentic apps โ with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
๐ฑ A little course on Reinforcement Learning Environments for evaluating and training Language Models
A simple Zotero plugin that brings your own LLM into the side panel.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
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. ไธไธช็ฎๅ็ๆฐๅฐ
The official Rust SDK for the Model Context Protocol
Build interactive AI agents in Elixir with OTP supervision, middleware composition, human-in-the-loop approvals, sub-agent delegation, and real-time Phoenix LiveView integration. Built on LangChain.
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
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
๐ชจ why use many token when few token do trick โ Claude Code skill that cuts 65% of tokens by talking like caveman
MeiGen-AI-Design-MCP โ Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
A jq-like Markdown query language for command-line processing
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
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
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
An open-source AI assistant framework with skills and agent architecture
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
Agent Sandbox is an E2B compatible, enterprise-grade ai-first, cloud-native runtime environment for AI Agents. Allows Agents to securely run untrusted LLM-generated Code, Browser use, Computer use, an
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
Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.
๐ง Curated collection of 214+ best OpenClaw personas โ weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
Lightweight persistent memory system for Claude Code โ FTS5 search, episode batching, error-triggered recall
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Convert SVG and Android Vector Drawables (XML) into Jetpack Compose ImageVector code. CLI, Gradle plugin, and online playground. Kotlin Multiplatform supported.
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal
Playwright MCP server
Database for Android and JVM - first and fast, lightweight on-device vector database
MCP Server for Computer Use in Windows
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Harness LLMs with Multi-Agent Programming
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
High-Performance Engine for Multi-Vector Search
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
Autonomous Agents (LLMs) research papers. Updated Daily.
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.
A guidance language for controlling large language models.
LLM Agent that leverages cheminformatics tools to provide informed responses.
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) โ open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
A simple, fast and versatile Datalog database
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Structured Outputs
Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
Compact, efficient, and extensible long-term memory for LLM agents.
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
MCP server for token-efficient large document analysis via the use of REPL state
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Agentic RAG R1 Framework via Reinforcement Learning
Benchmark for vector databases.
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Unified framework for building enterprise RAG pipelines with small, specialized models
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.
MCP tool management and workflow proxy
Open-source, self-improving autonomous agent swarm๐
๐ค A composable framework for building AI applications.
Official repository of the Seismic library.
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
Supercharge Your LLM Application Evaluations ๐
Prompt Driven Development Command Line Interface
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website
A tool-use-focused LLM plugin for neovim.
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
AI skill for OpenClaw & Claude Code โ recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 Flash, CLI), Grok (4.2, 4), Perplexity, and more. Updated regularly.
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
๐ด VERY LARGE AI TOOL LIST! ๐ด Curated list of AI Tools - Updated 2026
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
A desktop AI agent that controls your local machine โ runs commands, manages files, executes code, browses the web autonomously etc. Supports Claude, GPT, Gemini, Llama, DeepSeek, and more. .exe avail
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
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
A curated list of awesome works related to high dimensional structure/vector search & database
Must-read papers on Repository-level Code Generation & Issue Resolution ๐ฅ
A tool for resolving PEP 735 Dependency Group data
OasisDB: A minimal and lightweight vector database
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text โ no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
Next-Gen AI-Aware Git
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity โ handles typos, transpositions, and blind continuation. Zero-al
AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and o
Unity plugin for Coplay
Awesome list of AI-Driven Development.
๐๏ธ Hermes Gate โ Terminal TUI for managing remote Hermes Agent sessions with auto-reconnect, detach support, and zero config
Programmatically start (AI) sandboxes on top of CodeSandbox
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
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-
๐ 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
Next generation FEniCS Form Compiler for finite element forms
FinGPT: Open-Source Financial Large Language Models! Revolutionize ๐ฅ We release the trained model on HuggingFace.
AI SKILL.md files
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
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
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
๐ ๏ธ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle cost, self-evolving, and infinite scale. Powered by OpenClaw.
Ship customer-facing AI with isolation, spend controls, and provenance.
๐ฅ Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Serialize your functions with tools-rs!
๐ค An AI agent framework built with Rust.
Lightweight hallucination detection framework for RAG applications
A command-line interface tool for serving LLM using vLLM.
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestr
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
๐ฐ Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
๐ง Enhance AI agents with a collection of skills for improved coding assistance, enabling efficient and production-ready solutions.
๐ Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
๐ค๐ง Agentic development workflow for AIโHI (Human Intelligence) collaboration
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
๐ Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
๐ Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
โ๏ธ Revise and enhance novels with ReNovel-AI, your smart tool for story reimagining and memory-driven writing assistance.
Connect Kimi Codeโs large-context reading with Claude Codeโs reasoning for efficient, cost-effective codebase analysis and edits.
Build and manage projects with an autonomous browser-based IDE featuring integrated multi-modal AI tools for efficient development workflows.
๐ ๏ธ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
๐ Connect your IDE or AI assistant to the Codex CLI with this open-source MCP server for efficient automation and robust code analysis.
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
Autonomous local AI assistant in Go โ 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
๐ Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
Nix packages for AI coding agents and development tools. Automatically updated daily.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
๐ Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
๐ค Build and optimize an AI trading agent using JavaScript for efficient and intelligent trading decisions on financial markets.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
๐ก๏ธ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. ๐โจ
๐ค Build transparent, message-first agents with efficient tool calls, planning, and multi-agent handoffs using the lightweight agent-sdk for Node.js.
Provide a Swift framework to build lightweight, efficient agent-based applications for macOS and iOS platforms with robust core functionalities.
Provide token-efficient, distilled QA docs for AI coding agents to generate accurate test code quickly and reduce token usage significantly
Enable Codex to run objective-first autonomous loops with mandatory review and optional verification for long-running task completion
๐ Boost your coding efficiency with OpenSem, a bootstrapping template for Serena and Superpowers, enabling quick setup without scripts.
A code generator for array-based code on CPUs and GPUs
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
๐ Seamlessly route requests between multiple LLM APIs using a unified gateway on Cloudflare Workers for efficient development and integration.
โก Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
๐ Remove watermarks from SORA 2 video generations to enhance clarity and accessibility. Experience seamless AI-generated content without distractions.
๐ค Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
๐ผ๏ธ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
๐ Discover security flaws and improve code quality with ShenCha, an AI-powered autonomous code audit agent designed for developers.
Turn Claude Code into a structured development team. 600+ skills via Cortex MCP, 12 agents, 20 commands. Built for people who can direct but don't write code. npx create-bashi-app
๐ Process JSON data in batches with `llm-batch`, leveraging sequential or parallel modes for efficient interaction with LLMs.
Generate a custom newspaper with an AI agent based on your favorite YouTube channels.
๐ง Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
๐ Empower AI agents to autonomously manage projects with a filesystem-based Kanban system for efficient task tracking and documentation.
๐ค Enhance AI coding with ralphy-openspec, a spec-driven tool that enables iterative execution for predictable, efficient development.
๐ฐ Fetch and summarize news articles locally using a Retrieval-Augmented Generation system powered by AI models for efficient information access.
๐ง Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
๐ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
๐ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
๐ช Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
๐ Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
๐ง Enhance your AI coding assistant with a universal knowledge base and rules system, compatible with any project and editor.
๐ Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
๐ค Analyze financial data effortlessly with FinRobot, an open-source AI agent platform powered by large language models for insightful decision-making.
๐ Build memory and retrieval infrastructure for ReasonKit, enhancing data management and access for your applications with ease and efficiency.
Web-Use is a CDP powered Browser Agent
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
๐ง Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
โ๏ธ Simplify your projects with MoLi, a fast and flexible Molang interpreter in Java, designed for easy integration and high performance.
๐ Build LLM-powered workflows with PocketFlow-Zig, a lightweight framework leveraging Zig's features for efficient, type-safe programming.
๐ ๏ธ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
๐ฅ๏ธ Enhance your terminal interactions by allowing AI to see and control your session for real-time debugging and automation.
Efficient Retrieval Augmentation and Generation Framework
Python client library for the Fireworks AI Platform
AI Agent-native CLI for 15 social platforms. Token-efficient output, multi-account, built-in safety policies.
The open-source hub to build & deploy GPT/LLM Agents โก๏ธ
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and
LSP server leveraging LLMs for code completion (and more?)
Roslyn Source Code Generators with Examples
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
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
Computer use Docker Player (LLM Research)
PromptGPT is an opensource framework that enables users to automatically generate high-quality prompts with zero installations, coding necessary or technical knowledge. Promptgpt follows industry best
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.