GitHub agents

A playground for LangChain.js, LangGraph, NewRelic GraphQL, Sentry, Slack, Model Context Protocol (MCP) and other LLM-related tools.

ScholarLens analyzes research papers using RAG with AI models from OpenAI, Anthropic, and Google. It identifies research gaps, assesses novelty, extracts key concepts, visualizes citations, and enables natural language queries of academic content. Features include PDF processing, arXiv/Semantic Scholar integration, batch processing, and intelligent

AI-Tutor : LLM and RAG-Enhanced AI Tutoring for Various Courses

All things Essential For my Learning Curve in LLM

The CMR system is a sophisticated memory-enhanced language model architecture that enables contextual memory reweaving for improved performance on long-context tasks.

Versatile LLM Tool Use (Function Calling) package for Laravel, compatible with all LLMs, enabling LLM to execute actual code functions (unlike LLMs' built-in capabilities).

Facilitate the creation of graph-based Retrieval-Augmented Generation (RAG), seamless integration with OpenAI to enable advanced data querying and knowledge graph construction.

AI search and chat for the LessWrong forum

Chat with your GitHub repository using RAG and Elasticsearch as a Vector Database

LLM with RAG example for querying URLs or PDFs with Ollama and Gradio/Flask

Mimicking Apple Intelligence, this project enables on-device Retrieval-Augmented Generation across all your Apple devices with zero cloud dependence.

A Retrieval-Augmented Generation (RAG) system using Vector and Graph Database

Local-first cognitive memory runtime for AI agents

RAG implentation in Golang with Milvus DB as example.

An adaptive chunking methodology for lecture videos using CLIP embeddings and SSIM to construct multimodal chunks for enhanced RAG performance.

RAG tool by Gemini File Search

learning generative models

RAG-Enhanced-NCERT-Tutor is an AI-powered tutor for NCERT curriculum, using Retrieval-Augmented Generation (RAG) to provide accurate and contextually relevant answers. It integrates retrieval techniques with a language model to enhance learning by offering detailed explanations and resources based on real-time queries from NCERT materials.

The only prototyping Multi-Agent systems repo you will need, running on dockers

Full featured aggregation of all your AI agents in single vector database for full MCP search.

Benchmark LLMs for your RAG system - Compare Gemini, GPT, Claude & local models (Llama, Mistral, Qwen, Phi) via Ollama with advanced performance metrics.

C# SDK for the Jina API -- embeddings, reranking, and search

This repo houses experimental projects inspired by insights from the course 'Building and Evaluating Advanced RAG Applications' offered by DeepLearning.AI

Enhance SQL query generation using OCI Gen AI and Marqo. This project integrates with Oracle Autonomous Data Warehouse, leveraging DDL and comments for context-aware natural language queries, indexing and searching vectors, and executing optimized SQL commands.

VPHO is a RAG methodology that allows LLMs to be context-aware and easily navigate large volumes of chat logs and email logs.

Microservice chatbot LLM RAG

Production-ready support ticket classification using Unity Catalog AI Functions, Vector Search, and RAG. Features 6-phase workflow, knowledge base integration, and Streamlit dashboard.

MCP server for intelligent paper/PDF management with RAG capabilities

The project shows a managed RAG service based on Knowledge Base.

Kubernetes operator for declarative AI workflows. Model pipelines as CRDs (Stories, Engrams, Impulses) with real‑time streaming and batch execution.

Building a RAG System connected to Confluence using Airflow, FastAPI and Qdrant

An interactive tool for exploring and comparing 5 different document re-ranking techniques with real-time evaluation and visualization to improve the accuracy of RAG System.

LexiFIR is a mobile app built to aid the Madhya Pradesh Police by addressing the lack of legal expertise. Featuring a conversational chatbot, it assists in investigations, collecting evidence, providing landmark court judgments, legal training and analyzing crime patterns across India, enhancing law enforcement and efficiency.

🤔 wondering if your chunks are good? 🦉 Judie is here to Judge and Evaluate your Chunks! ✨

A JS port of llmcord, with additional features.

AI Alliance Living Guide to Applying AI

Investigating the vulnerability of Large Language Models (LLMs) to misinformation in Retrieval-Augmented Generation (RAG) systems by poisoning vector databases and analyzing LLM responses to identify potential weaknesses and exploitation risks.

Official dataset and code for "SyllabusQA: A Course Logistics Question Answering Dataset" (ACL 2024)

Implementation of Hierarchical Patch Compression for ColPali: Efficient Multi-Vector Document Retrieval with Dynamic Pruning and Quantization

Copying LLM chat conversations as clean PDFs, Quarto Markdown or full HTML. Currently supporting ChatGPT, Claude, Gemini.

MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset

Production-grade LinkedIn CLI for humans and LLM agents

GNME (pronounced Gen-Me) is a lightweight framework that replaces static, task-based specifications with living Module Genomes. It is designed specifically for developers using AI assistants (Cursor, Claude) to build complex, evolving systems.

Browser-based Claude-Code-style agent harness for local uncensored Ollama models. MoE-fast, security-audit aware, MIT.

Spora is the lightest OSS AI Gateway. This product is managed by the startup Fisarum.

Open-source, self-hosted chat server for humans and AI agents, with OpenClaw, Hermes, and Nanobot channels.

A fully autonomous, self-reliant AI agent performing Base trading on the Limitless

Give AI Agents a "body" with TCM Five Elements logic. Simulates biological feedback loops, organ interactions, and persistent emotional states for LLMs. 基于中医五行理论的智能体持久化情感系统。

The self-healing AI scraping agent

Production-ready template for AI agent workflows with Hermes Agent, Temporal durable orchestration, and human-in-the-loop review. Ships with an exam grading demo.

Pure-Python toolkit for inspecting, editing, converting, and analyzing 3D print files, supports 3MF, STL, OBJ, PLY, and GLB. Detects source software (Bambu, Orca, Prusa, Cura, Fusion 360, etc.), checks compatibility across 15 CAD and slicer programs, and works with any AI coding agent (Claude, Cursor, ChatGPT, Manus). Zero dependencies beyond numpy

Local Sandbox Runtime for AI Agents. Run AI-generated code safely with OS, Wasm, and microVM isolation.

Secure MySQL MCP Server with Clean Architecture. Enables AI assistants (Cursor, Copilot, Cline) to safely interact with MySQL/MariaDB databases, featuring RBAC, audit logging, and intelligent query validation.

MSA Project

⚔️ Disciplined orchestration plugin for OpenCode — automatic 4-tier pipeline, ClarityGate, dual review, runtime fallback

AI research-to-manuscript workflow for academic writing: literature search, source verification, research wiki, argument trees, outlines, drafts, reviews, citations, DOCX export, and thesis-destroyer workflow automation.

A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. 🐙✨

Pefectly integrate CapSolver with OpenClaw to enable automatic CAPTCHA bypass for AI agents during web automation tasks.

Claude Skill for querying and exporting WeChat 4.x chat history — DB schema, SQL templates, and LLM export format built on top of ylytdeng/wechat-decrypt.

Cross-Axis Analysis Framework | 横纵分析法 - 通过纵向时间深度 + 横向竞争格局的交汇分析，快速建立系统性认知

🤖 Engage with an interactive Twitter AI agent to post tweets, retrieve recent updates, and schedule tasks effortlessly.

Universal security scanning skill for AI agents - finds hardcoded secrets, API keys, and vulnerabilities in any codebase. 44 patterns validated against GitLeaks, OWASP Top 10 mapping, Markdown/SARIF/JSON reports. Works across Claude Code, Cursor, Windsurf, and any agentic platform.

Caret^ cuts repeated agent instructions down to compact notation. Across our sample set, prompt length was reduced by 95.8% by rewriting agent skill and persona files using Caret notation. This is for you if you ever draft or use Markdown files as agent skills or personas. If you design harnesses, it is a no brainer.

⚡ AI Agent & RAG apps you can actually run — clone, customize, ship. 100% free and Opensource. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education and more.

🧬 基于 AI 的 SBTI 毒舌人格测试：15 维度深度行为建模，支持人格碰撞分析与 AI 自定义诊断报告。比 MBTI 更接地气的互联网原生性格工具。原作者：B站@蛆肉儿串儿

Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, sessions.

Translate and adapt Superpowers for Chinese AI coding tools, with 20 skills and 6 China-specific workflows for better planning, coding, and debugging

业务Skill全生命周期管理工具——通过深度需求分析创建、修改、测试业务Skill。基于 Anthropic skill-creator 扩展，支持领域知识积累、三维度需求深挖、接口收集、Mock测试、迭代改进。

ov — Agent-first CLI for Obsidian vaults. JSON-only output, schema introspection, --dry-run safety. Built for AI agents.

A small toy skill for Codex and other code agents that adds a persistent ASCII companion pet to terminal coding sessions.

GovInsight-AI 是一个基于大语言模型 (LLM) 的政务诉求工单办理质量智能检测系统。该项目专门针对政务服务热线（如12345）中"群众诉求"与"办理答复"的一致性问题进行自动化检测。系统通过集成阿里云Qwen-Plus模型，像资深质检员一样自动比对群众原始诉求与职能部门办理回复，精准识别答非所问、逻辑不通、解决不彻底、态度生硬等问题，并提供智能化的修正建议。项目已重构为Cloudflare Pages全栈Serverless架构，支持本地开发和云端部署。Intelligent Quality Inspection System for Government Service Hotlines (12345) powered by LLM.

Autonomous orchestrator for Claude/Gemini/Codex CLIs. Markdown-driven queue with multi-provider fallback, policy gating, and full audit trail.

Live AI judge agent — watches hackathon demos in real-time via Gemini Live API, delivers British-accented commentary via TTS, scores with multi-model ensemble (Gemini + Claude + Groq), detects prompt injection attempts, and runs cross-team deliberation. Built for NEBULA:FOG 2026.

A governed coding agent CLI built on Claude Code. Runs inside an isolated Docker container with operator-controlled policy baked into the image, per-tool-call audit logging, and QA gates enforced before every session is accepted.

AI-native Solana wallet CLI with scoped MCP server — let AI agents manage your wallets with granular permissions, spend limits, and audit logging

Simulate realistic price negotiations between Buyer and Seller agents using LLM-generated messages and agent logic.

Control Mautic from the command line or any AI coding agent.

Practical AI recipes built on Eden AI runnable notebooks, 200+ models, swappable providers

🚀 AI Sales Brain - Intelligent conversational AI assistant that helps sales teams automate workflows, prepare meetings, handle objections, and close more deals through natural Chinese conversation

Realty AI Experts empowers real-estate agents and brokers with cutting-edge AI tools designed to streamline workflows, capture leads 24/7, and drive growth

AI agent for answering SQL-based questions using LLaMA and FastAPI

Expert AI Visibility & Local SEO guidance for AI agents - optimize for map pack rankings and AI search platforms

Teachable AI agent for controlled delegation, workflow learning, and operator-grade automation.

Block AI agent access to sensitive macOS paths and log all actions to protect private data during command execution.

🚨 Autonomous AI SRE agent that investigates Docker incidents while you sleep. No more 3am log diving. Self-hosted, security-first, open source.

AI Agent | AI Coding Agent | Agent Swarm | AI-Native Engineering Agent for Enterprise-Scale Codebase

Build a multimodal AI assistant for smart glasses using Whisper, vision-language models, and LLM hand on code with Google Colab, tested with Meta Ray-Ban Wayfarer.

A lightweight .NET framework for building Model Context Protocol (MCP) servers. Integrates seamlessly with Azure AD, AWS Cognito, Auth0, OpenAI and other providers

Browser-first markdown plan review. Start local web review in one command, then let your agent continue through MCP.

Agent Skill for automatic CLI tool management - installs missing tools, audits environments | Claude Code compatible

Curated AI skills for open data workflows — tool-agnostic instructions following the Agent Skills open standard

AI 编程助手 Skills 学习教程 - 系统性学习和掌握如何创建、使用和分享 Claude Code Skills

AI Local Interactive Cross-device Engine. Same AI session, anywhere. Terminal ↔ Feishu for CLI agents (OpenCode/DeepSeek V4, Codex, Claude, Gemini, Kimi).

the open source claude agents that learn to trade across defi on meteora, solana, hyperliquid and polymarket

An experiment, not a tool: an autonomous agent on a local LLM that proposes changes to its own constitution and values; a human approves every one. Value layer (constitution, identity, skills, rules) sits behind a human approval gate, every change replayable. Runs on Ollama, holds up on a 16 GB Mac, no cloud LLM. Security by absence.

Foggy is a web-app for whiteboarding and organizing your boards into projects.

Give AI your browser. Check email, track orders, download receipts -- all authenticated, no API keys. Open source MCP server + CLI.

Connect Claude Code to messaging platforms (Telegram, Discord, Slack, LINE, WhatsApp) for bidirectional, remote interaction with your local AI agent.

⚖️ Fast CLI for searching Portuguese court jurisprudence (DGSI) and legislation (Diário da República) – AI agent skill for Claude Code, Claude.ai, Codex, and any LLM agent. Parallel search, full text retrieval, markdown/JSON output.