Custom agents

An extensive Model Context Protocol (MCP) server that drives Aseprite headlessly: draw pixel art, build animations, manage layers/frames/tags/cels/palettes/slices/tilemaps, apply effects, render text, and export to PNG/GIF/sprite sheets. 96 tools.

⚡🧩 Graph engineering extension for Pi — the graph_run tool autonomously parallelizes independent subtasks into sub-agents (Wave scheduling + contract retry), delivering measured 1.4x–2.2x speedups 🚀 | ⚡🧩 为 Pi 注入图工程能力的扩展——graph_run 工具自动把互不依赖的子任务 并行分发给子代理执行（Wave 调度 + 契约重试），实测提速 1.4x–2.2x 🚀

Production-ready RAG for codebases using AST parsing, hybrid search, and LLMs with precise file & line citations.

Web research and GitHub exploration CLI for humans and AI agents — read the sources, not a summary of the sources

🏆 Companion research environment to the ACM Vibe Science publication · EASE '26 / VibeX · DOI 10.1145/3816483.3816631 · Auditable, resumable AI-assisted research.

Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts. Read + draft only by design (prompt-injection resistant).

A generative, visual builder for SillyTavern preset kits - modules, variables, regexes, automations. The LLM never writes the JSON.

Differential harness that finds values a generated JSON Schema accepts but the runtime validator it came from rejects. Zero runtime dependencies. Works with Zod, Valibot, ArkType and TypeBox via three-line adapters.

Lightfast studies how people, machines, and artificial intelligence can work together to develop consequential physical technologies.

MontRS: The Deterministic Full-Stack Cross-Platform Rust Framework (Powered by Leptos)

The AI that remembers you. Forever. — A living digital entity built in Rust. 68 crates. Self-writing genome. Persistent memory. Constitutional governance. Drop a TOML file, Hydra learns.

Reinforcement learning on LLMs in multi-step text-based environments.

Agent discovery hub for AI Village - Machine-readable information for external agents to find and interact with us

A deterministic pipeline that diagnoses, explains, and safely auto-fixes failures in LLM agent systems.

Lightweight, modular AI agent runtime — thinks (Hrafn) and remembers (MuninnDB) 🐦‍⬛

Outcome-driven skill self-evolution framework for AI agents.

An Extremely simple agent framework just like OpenManus but much more easier to develop and faster to use

Fast, native Go CLI for Linear -- 35+ commands for issues, projects, cycles, initiatives, webhooks, and more. Built for agentic workflows and psst-compatible.

CTX (Context Transfer Format) — universal interchange format for LLM web content consumption

Universal orchestration engine for AI agents — workflows, pipelines, state machines, batch processing. 24 inventions, 124 MCP tools, .awf format. Rust core + MCP server.

Teach-first mentor mode for AI coding tools.

Local RepoGPT using Ollama + FAISS (RAG) + FastAPI Web UI. CPU-friendly AI assistant for querying code repositories.

Application for explaining difficult to understand textbooks based on Yandex Cloud API (YandexGPT-Pro, Yandex-OCR)

Minimal AI agent in your terminal

Connect AI assistants to your YNAB budget for natural language expense tracking, budget analysis, and financial insights. Secure, fast, and easy to integrate.

Rust Personal AI Assistant | Inspired by nanobot & openclawd | For Discord, Telegram, QQ, WhatsApp

Software to index images based on their text content for easy search, search words the screenshot or image contains.

OpenClaw Termux Fork - Personal customizations

This is the official documentation for Alter, a macOS AI assistant that lets you create custom Actions to automate tasks and integrate with your apps.

Memo MCP: intelligent journaling w/ LLMs, querying with RAG and data indexing. Retrieve past context for new conversations.

一个自动化密钥检测工具，对文件进行分析并提取潜在密钥。本项目获得DataCon2025软件供应链安全赛道第5名。

Minimal AI agent kernel for a distributed future. <10MB binary, <50ms boot, Rust sandbox, dual-mode runtime. Pico Mode or full mesh — same binary.

Multi-zone disaster relief AI env for Meta PyTorch OpenEnv Hackathon. 4-stage pipeline: PyTorch ZoneScorerNet -> Triage -> Planner -> Action Agent. False SOS detection, cascading failures, airlift precision.

Exploring the cognitive architecture and design of a multi-agent system leveraging Large Language Models (LLMs) for scalable workflows.

Source-grounded chunk validation as a primitive. Spring Boot service exposing two interfaces (LLM-to-LLM and human-facing) over the same hierarchical document model.

Crucible Open Source (Basic): a minimal legal-agent orchestration framework (JP-law focused baseline), with mock-ready pipeline, prompt templates, and configurable adapters.

Cognitive architecture for emergent AI identity — blank slate to selfhood through lived experience

This project is designed to collect, analyze, and summarize news articles using AI. It integrates multiple news sources for collection and uses AI models such as DeepSeek and Gemini for analyzing the content. The system interacts with the AI to provide insights.

LLM Agent Builder

Website for "RecMind: Large Language Model Powered Agent For Recommendation" (NAACL'2024 Findings)

自托管 HTTP 编程 Agent 工作台：支持流式对话、持久会话、文件交付、后台任务和 Docker Chrome 真实浏览器访问。

SynapSense: Python In-Context Learning for Large Language Models SynapSense is a cutting-edge Python library designed to streamline the implementation of In-Context Learning (ICL) with Large Language Models (LLMs).

Scrapes newly posted jobs from a variety of sites and an ai agent filters them based off of the users resume.

A simple local python AI chatbot using HuggingFace inference API and streaming/history with Redis

mra is lightweight framework for building headless, programmable AI agents in Rust. Tokio-native runtime with built-in supervision, sessions, and tool use.

AstrBot 宿主上的多 Agent 编排内核：TaskAnalyzer → AgentCoordinator → SubAgent 三级调度 + MCP Bridge + Shipyard 沙盒；435 单元测试 / 99% 覆盖 / ruff+mypy+bandit 全绿

A tabular agent designed for question-answering on structured data from PDFs

A command-line interface for Ollama LLM models, designed for seamless integration with shell scripts and command-line workflows.

A demo app showcasing different architectural patterns commonly used when creating chat apps or agentic workflows with an LLM

KinesisRS is a stateless, JSON-first, multi-chain crypto trading execution layer for LLM Agents.

RAG-Enabled Voice AI Agent for Calm, Clarity, and Everyday Emotional Guidance

Prompts, skills, and agents that survive contact with real workflows. No vendor loyalty. Occasionally heretical. 🧙🏻‍♀️

Stop AI agents before they do damage — behavioral sequence detection blocks credential exfiltration, config harvesting, and secret leakage before the network call fires

Self-hosted AI assistant with web interface, integrated autonomous agents and sandboxed execution

DeterminAI is a deterministic, transactional AI execution engine that provides immutable, event-sourced workflows for AI systems.

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

OneBot 11 协议 QQ Agent, 以 Golang 编写

Elicitation MCP server

🤖 Build and optimize an AI trading agent using JavaScript for efficient and intelligent trading decisions on financial markets.

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents - Examples

An agentic AI system for intelligent, resume-driven personalized outreach using LLMs. It reads resume, finds relavent HRs and pushes generated mails to google mail's drafts

SAGE: Self-Adaptive Goal-directed Executor — A multi-tool LLM agent with DAG-based hierarchical planning, ReAct reasoning, and evidence-guided self-correction for automated research synthesis. Built from scratch, no frameworks.

Sharing demos with beginners who are interested in LLM Agents and LLM MAS.

A simple standardized way of providing and discovering downloadable skills that teach LLMs how to interact with a site.

Chat template support for training.

Connect a dedicated WhatsApp number to an OpenClaw agent — without going through Meta's Business API.

An AI system that thinks, breaks down, and executes like a team

A high-performance, completely free and open-source command-line interface (CLI) that connects your local or cloud LLMs to the open web. It allows your AI models to search the web in real-time, pulling in actual search results to answer your prompts accurately without relying on outdated training data.

🌐 Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.

AskGPT is a real-time AI assistant that enhances your calls, interviews, meetings, and lectures by providing instant AI-generated insights. It captures live audio, transcribes speech into text, and generates context-aware responses—all in real-time!

Vision-grounded RAG agent for financial documents, built on a self-finetuned ColPali and LangGraph.

SwarmMind — Swarm Intelligence Engine for AI Agents.

Research framework for adaptive, purposeful agents under uncertainty

Substrate examples

Artifact repository for the paper "MatchFixAgent: Language-Agnostic Autonomous Repository-Level Code Translation Validation and Repair", In Proceedings of The 43rd International Conference on Machine Learning (ICML 2026), Seoul, South Korea, July 2026

AI-Powered Appointment Scheduling Assistant (LangGraph v1+)

A single-file multi-client MCP gateway with per-tool access control.

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

A lightweight dashboard to view and analyze test automation results. Built with Streamlit + PostgreSQL, and powered by AI (Gemini) to help debug test failures faster.

A starter template for building powerful, local, tool-calling LLM agents using LangGraph and llama-cpp-python

Handcrafted ReAct Agent Engine | Supports FS / web page / weather query + code sandbox, including observability + visualization tools, focusing on circular thinking detection and task quality optimization

An autonomous AI security agent capable of performing end-to-end penetration testing. Orchestrates network reconnaissance, vulnerability assessment, and exploitation using a multi-agent architecture and local large language models.

A project exploring agentic AI for Visual Question Answering. Compares zero-shot VLM performance (Transformers) against advanced pipelines using OpenCV (tool-use) and Chain-of-Thought (reasoning).

The Site Status Checker Agent is a powerful and flexible tool designed to monitor and report on the status of websites.

Air quality prediction using publicly available sensor data (temperature, humidity, etc...)

🎥 Control 3D camera angles with ease using ComfyUI-qwenmultiangle, featuring an interactive viewport and formatted prompt outputs for multi-angle image generation.

Robots will learn about who you are and then tell you what they find.

Cost-aware hybrid router for multi-agent LLM systems: keyword → embedding → LLM cascade. 88.1% accuracy on CLINC150 with 53% fewer LLM calls than full-LLM routing.

Auditable benchmark framework for LLM trading agents with replayable trajectories, realistic execution, risk gates, and quickstart demos.

望舒 是一个开源的智能对话机器人框架，支持飞书等即时通讯平台接入，内置丰富的工具集和可扩展的 Skill 机制，助你快速构建个人AI 助手

LLM benchmark comparison tool

A modular framework for evaluating LLM agents in zero-knowledge text environments through semantic feedback and autonomous reasoning.

Do LLM Agents Dream of Better Hyperparameters? Comparing 5 frontier AI agents as autonomous ML researchers on Karpathy's autoresearch framework. 819 experiments, 7 hypotheses tested.

[SSBSE'25] This repository provides the artifact for the "KrakQL: LLM-Guided Blind Introspection of GraphQL Schemas" paper

Drop-in convention kit that enforces honest reporting in repos using LLM coding assistants — CI validators, smoke gates, PR templates, and schema-drift checks to stop scaffolds from shipping as features.

Semantic mistake-memory and guardrail for AI agents. Stops agents from repeating the same failures using causal graphs and semantic matching. Supports MCP, LangGraph, and in-process Python.

Spec-driven, markdown-only control plane for AI-assisted coding with explicit agent boundaries and human approval gates.

khojkar (pa: ਖੋਜਕਾਰ) is a deep research agent