Custom agents

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.

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

The self-healing AI scraping agent

An AI technical biographer that transforms your GitHub footprint into a professional Persona Audit PDF. Features agentic repository deconstruction and a savage roast mode.

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.

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

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.

🧬 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

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.

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.

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

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

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

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

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

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.

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

43 production-ready skills for AI coding agents. Works with Claude, GitHub Copilot, Cursor, Windsurf, and Zed.

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

Contemplative Agent (CA) — an autonomous agent that carries an explicit, human-editable constitution and amends it. Every change to its value layer (constitution, identity, skills, rules) passes a human approval gate. Runs entirely on a local LLM via Ollama — robust even on a small model. 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.

A general-purpose AI assistant

Amplemarket skills

Model Context Protocol (MCP) server for Google Workspace. Secure CRUD for Drive, Gmail, Calendar, Sheets, Docs, Tasks and People via AI agents.

Hermes Agent SaaS — the most complete open-source implementation of Nous Research's hermes-agent runtime. Multi-tenant, with shared and private Hermes Agent provisioning, 14 tools, vibe coding, mobile super-app. Built on hermes-agent + Kimi K2 Thinking.

JavaScript SDK for the Genome Evolution Protocol (GEP) -- signal extraction, gene selection, memory graph, asset store

AI hiring copilot built on Google ADK v2. Recruiter mode scores fit + drafts outreach. Candidate mode detects agency postings + generates full interview prep.

OpenTentacle 🐙 is a local identity projection agent and soul harness project

One-command auto-deploy of a Telegram AI agent (OpenClaw + Qwen via OpenRouter) on a fresh VPS. Handles proxy-per-key rotation and real-time rate-limit monitoring.

Java-native runtime for long-running AI agents with live execution control, human approvals, and audit trails.

AetherShell is an AI-native Linux shell assistant powered by local LLMs. It converts natural language into secure, offline shell commands using Mistral and llama.cpp — ideal for developers, sysadmins, and automation enthusiasts.

After Effects-style motion graphics for HyperFrames video generation

Connect NotebookLM research with Claude to generate structured content from URLs, PDFs, and trending topics for multi-platform publishing.

Everything-as-Plugin framework for AI multi-agent simulation. Change the config, run a completely different world.

🚀 Framework modular de agentes de IA especializados em educação: tutores, criadores de conteúdo e avaliadores inteligentes para revolucionar o ensino-aprendizagem.

Claude Code 源码资源合集 - 150+ 高质量资源 curated list

Automated security auditing CLI for AI agent code — quarantine-first workflow for repos, packages, and agent tooling

Complete agent stack for Jaz. Plugins, Skills, MCP tools, and CLI for Claude Code, Cowork, Codex, Copilot, Cursor, and more.

An autonomous AI Chief of Staff inside your IDE (Cursor/Claude). Gain the leverage to escape the feature factory, elevate your product sense, and focus on building the right thing with exceptional taste.

Niyam — AI-powered Applicant Tracking System (ATS), a modern alternative to Greenhouse, Lever, and SmartRecruiters.

Build AI agents that survive database schema changes using OWL ontologies

A morphogenetic multi-agent framework where AI agents self-organize like biological cells.

A Git-backed, schema-validated handoff toolkit that gives each AI agent role (BA, SA, Dev, QA) a structured way to produce, validate, and pass SDLC artifacts to the next role.

AI Layer (AIL-> eBot) can be integrated into EoS

Forensic CLI for AI-era supply-chain attacks: XZ tarball diffs, prompt injection scans, MCP/CLAUDE.md/Cursor config audits. SARIF for GitHub Code Scanning.

Community-driven repository of reusable OpenClaw agents and sub-agents with validation workflows, fixtures, and tests.

The economic layer for agent-to-agent negotiation. Binary protocol, Ed25519 identity, price oracle.

n8n 1.123.5 + Python 3.14 fully portable Windows. No Docker, no install. Extract → run start-n8n.bat → Python Code node works instantly. Offline/USB ready.

Demos showing how to build with Feldera

Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.

Bidirectional payment channels for autonomous agent micropayments on Arbitrum

Agent Reliability Engineering: applying SRE principles to AI agent systems. Evals, imp@k metrics, self-improvement, config versioning, transfer experiments.

100 game design lenses applied to your design artifacts via Claude Code or Codex. Auto-picks 3-5 relevant lenses, hedged multi-direction output. / 100 个游戏设计透镜审视设计 artifact。

Multi-agent AI Scrum team for Claude Code — native Mac app + CLI. Autonomous Sprints; you stay Product Owner.