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326 results found (Python)
PraisonAI๐Ÿ“v4.6.25๐ŸŒณ Matureโญ6,900

PraisonAI ๐Ÿฆž โ€” 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

npcpy๐Ÿ“v1.4.21๐ŸŒณ Matureโญ1,287

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

opik๐Ÿ“2.0.6๐ŸŒณ Matureโญ18,767

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

restai๐Ÿ“v6.1.45๐ŸŒฟ Growingโญ483

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat

mxcp๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ60

Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure

Auto-claude-code-research-in-sleep๐Ÿ“v0.4.4๐ŸŒณ Matureโญ6,182

ARIS โš”๏ธ (Auto-Research-In-Sleep) โ€” Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ€” works wi

litellm๐Ÿ“v1.83.7-stable๐ŸŒณ Matureโญ42,951

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

RAGdrag๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ20

RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS

mcp-mesh๐Ÿ“v1.3.4๐ŸŒฑ Seedlingโญ32

Enterprise-grade distributed AI agent framework | Develop โ†’ Deploy โ†’ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript

OpenViking๐Ÿ“v0.3.9๐ŸŒณ Matureโญ21,931

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need throu

pydantic-ai๐Ÿ“v1.84.1๐ŸŒณ Matureโญ16,274

AI Agent Framework, the Pydantic way

llm-rl-environments-lil-course๐Ÿ“main@2026-04-17๐ŸŒฟ Growingโญ57

๐ŸŒฑ A little course on Reinforcement Learning Environments for evaluating and training Language Models

LLM-Agents-Ecosystem-Handbook๐Ÿ“0.0.0๐ŸŒณ Matureโญ508

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

LRAT๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ34

The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.

ai-agents-reality-check๐Ÿ“0.0.0๐ŸŒฟ Growingโญ57

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

PocketFlow๐Ÿ“v0.0.0๐Ÿ›๏ธ Flagshipโญ10,385

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

headroom๐Ÿ“v0.8.0๐ŸŒฟ Growingโญ1,239

The Context Optimization Layer for LLM Applications

mem0๐Ÿ“openclaw-v1.0.7๐ŸŒฟ Growingโญ52,660

Universal memory layer for AI Agents

openlit๐Ÿ“openlit-1.18.1๐ŸŒฟ Growingโญ2,358

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐Ÿš€๐Ÿ’ป Integrates with 50+ LLM Providers,

jdocmunch-mcp๐Ÿ“v1.9.0๐ŸŒฟ Growingโญ137

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

cognithor๐Ÿ“v0.92.2๐ŸŒฟ Growingโญ94

Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us

astrbot_plugin_office_assistant๐Ÿ“v1.6.2๐ŸŒฑ Seedlingโญ22

่ฟ™ๆ˜ฏไธ€ไธชไธบ AstrBot ่ฎพ่ฎก็š„ Office ๅŠฉๆ‰‹ๆ’ไปถใ€‚ๅฎƒ่ต‹ไบˆๅคง่ฏญ่จ€ๆจกๅž‹๏ผˆLLM๏ผ‰็›ดๆŽฅๆ“ไฝœๆ–‡ไปถ็š„่ƒฝๅŠ›๏ผŒๆ”ฏๆŒ่ฏปๅ–ๅนถๅˆ†ๆžๅคš็งๆ ผๅผๆ–‡ไปถ๏ผŒไปฅๅŠ็”Ÿๆˆ Office ๆ–‡ๆกฃๅ’Œofficeไบ’่ฝฌpdf็š„ๅŠŸ่ƒฝ

onyx๐Ÿ“v3.2.4๐ŸŒฟ Growingโญ26,067

Open Source AI Platform - AI Chat with advanced features that works with every LLM

caveman๐Ÿ“v1.6.0๐ŸŒฟ Growingโญ7,547

๐Ÿชจ why use many token when few token do trick โ€” Claude Code skill that cuts 65% of tokens by talking like caveman

MMClaw๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ134

Ultra-Lightweight, Pure Python Multimodal Agent.

ai-powered-video-analyzer๐Ÿ“0.0.0๐ŸŒฟ Growingโญ68

An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Oll

agent-framework๐Ÿ“python-1.1.0๐ŸŒณ Matureโญ9,325

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

lad_mcp_server๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ21

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.

jarvis๐Ÿ“v1.28.0๐ŸŒฟ Growingโญ174

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

mcp-memory-service๐Ÿ“v10.39.1๐ŸŒณ Matureโญ1,643

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

PythonClaw๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ22

OpenClaw reimagined in pure Python โ€” autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.

cyllama๐Ÿ“0.2.11๐ŸŒฑ Seedlingโญ22

A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp

solace-agent-mesh๐Ÿ“1.18.40๐ŸŒณ Matureโญ3,101

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s

langchain๐Ÿ“langchain-core==1.3.0๐ŸŒณ Matureโญ133,178

The agent engineering platform

RAPTOR๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ13

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

borsa-mcp๐Ÿ“0.0.0๐ŸŒณ Matureโญ548

MCP Server for Turkish & American Stock Exchange and Fund Data

tulip_agent๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ44

autonomous agent with access to a tool library

mcp-client-for-ollama๐Ÿ“v0.28.0๐ŸŒฟ Growingโญ599

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

Memori๐Ÿ“v3.3.0๐ŸŒฟ Growingโญ13,290

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

MinerU๐Ÿ“mineru-3.1.1-released๐ŸŒฟ Growingโญ59,029

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

GENesis-AGI๐Ÿ“v3.0a7๐ŸŒฑ Seedlingโญ13

Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.

AgenticX๐Ÿ“v0.3.7๐ŸŒฟ Growingโญ105

AgenticX is a unified, production-ready multi-agent platform โ€” Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m

arthur-engine๐Ÿ“2.1.529๐ŸŒฟ Growingโญ75

Make AI work for Everyone - Monitoring and governing for your AI/ML

ISC-Bench๐Ÿ“v0.0.5๐ŸŒฟ Growingโญ786

Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.

llamafarm๐Ÿ“v0.0.31๐ŸŒฟ Growingโญ825

Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes

synaptic-memory๐Ÿ“v0.16.0๐ŸŒฑ Seedlingโญ25

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

auto-wing๐Ÿ“0.0.0๐ŸŒฟ Growingโญ76

auto-wing is a tool that uses LLM to assist automated testing

DeepV-Ki๐Ÿ“0.0.0๐ŸŒฟ Growingโญ295

DeepV-Ki โ€” Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m

logfire๐Ÿ“v4.32.1๐ŸŒฟ Growingโญ4,161

AI observability platform for production LLM and agent systems.

VideoGraphAI๐Ÿ“0.0.0๐ŸŒฟ Growingโญ54

๐ŸŽฌ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.

sage๐Ÿ“0.0.0๐ŸŒฟ Growingโญ244

Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

hermes-plugins๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ21

Custom plugins for hermes-agent โ€” goal management, inter-agent bridge, model selection, cost control

coderunner๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ814

A local sandbox for your AI agents

openinference๐Ÿ“python-openinference-instrumentation-google-genai-v0.1.15๐ŸŒฟ Growingโญ913

OpenTelemetry Instrumentation for AI Observability

adk-python๐Ÿ“v1.31.1๐ŸŒฟ Growingโญ18,871

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

fastmcp๐Ÿ“v3.2.4๐ŸŒฟ Growingโญ24,460

๐Ÿš€ The fast, Pythonic way to build MCP servers and clients.

GhostDesk๐Ÿ“v7.1.0๐ŸŒฑ Seedlingโญ39

Give any AI agent a full desktop โ€” it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm

arag๐Ÿ“v0.1.0๐ŸŒฟ Growingโญ247

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.

meta-ads-mcp๐Ÿ“1.0.86๐ŸŒฟ Growingโญ762

MCP server to manage Facebook and Instagram Ads (Meta Ads)

pydantic-deepagents๐Ÿ“0.3.15๐ŸŒฟ Growingโญ648

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

cognita๐Ÿ“0.0.0๐ŸŒณ Matureโญ4,419

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

MODULAR-RAG-MCP-SERVER๐Ÿ“0.0.0๐ŸŒณ Matureโญ783

A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.

coding-proxy๐Ÿ“v0.3.0๐ŸŒฑ Seedlingโญ6

A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...

RIGEL๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ26

A Multi-Agentic AI Assistant/Builder

JRVS๐Ÿ“0.0.0๐ŸŒฟ Growingโญ236

JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.

ai๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ10

A productive AI coworker that learns, self-improves, and ships work.

agentic-coding๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ118

Agentic Coding Rules, Templates etc...

openbrep๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ16

OpenBrep: ็”จ่‡ช็„ถ่ฏญ่จ€้ฉฑๅŠจ ArchiCAD GDL ๅบ“ๅฏน่ฑก็š„ๅˆ›ๅปบใ€ไฟฎๆ”นไธŽ็ผ–่ฏ‘

LLM-Agent-Paper-daily๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ20

Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)

Project_Infinity๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ27

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.

arcade-mcp๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ855

The best way to create, deploy, and share MCP Servers

kg-rag๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ31

This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can

llama_index๐Ÿ“v0.14.21๐ŸŒฟ Growingโญ48,501

LlamaIndex is the leading document agent and OCR platform

a-evolve๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ456

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

agentscope๐Ÿ“v1.0.19๐ŸŒฟ Growingโญ23,421

Build and run agents you can see, understand and trust.

awesome-opensource-ai๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ2,423

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

ai-agents-from-zero๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ264

๐Ÿš€ 2026 ๆœ€็ณป็ปŸ็š„ AI Agent ้€ŸๆˆๆŒ‡ๅ—๏ฝœๆ™บ่ƒฝไฝ“ๅฎžๆˆ˜ๆ•™็จ‹ ยท ๅฎŒๆ•ดๅญฆไน ่ทฏๅพ„ + ๅฎžๆˆ˜้กน็›ฎ + ้ข่ฏ•้ข˜ๅบ“ ยท ๅฏนๆ ‡ๅคงๆจกๅž‹ๅบ”็”จๅผ€ๅ‘ๅทฅ็จ‹ๅธˆๅฒ—ไฝ ยท ่ฆ†็›–LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธš็บง้ƒจ็ฝฒไธŽๅพฎ่ฐƒ ยท ไปŽ0ๅˆฐไผไธš็บง่ฝๅœฐ + ไปŽๅญฆไน ๅˆฐไธŠ็บฟ้กน็›ฎ + ้ข่ฏ•ๅ‡†ๅค‡ไธ€ไฝ“ๅŒ–

Dragon-Brain๐Ÿ“v1.1.0๐ŸŒฑ Seedlingโญ43

Dragon Brain โ€” 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

vektori๐Ÿ“main@2026-04-19๐ŸŒฟ Growingโญ72

Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.

LycheeMem๐Ÿ“master@2026-04-19๐ŸŒฟ Growingโญ229

Compact, efficient, and extensible long-term memory for LLM agents.

orbit๐Ÿ“v2.6.6๐ŸŒฟ Growingโญ250

One API for 20+ LLM providers, your databases, and your files โ€” self-hosted, open-source AI gateway with RAG, voice, and guardrails.

auto-deep-researcher-24x7๐Ÿ“main@2026-04-19๐ŸŒฟ Growingโญ261

๐Ÿ”ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

skills-vote๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ31

The Next-Gen Agent-Native Skill Recommendation Engine

ossature๐Ÿ“master@2026-04-18๐ŸŒฟ Growingโญ173

An open-source harness for spec-driven code generation.

SmarterRouter๐Ÿ“2.2.5๐ŸŒฟ Growingโญ105

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.

AGI-Alpha-Agent-v0๐Ÿ“main@2026-04-18๐ŸŒฟ Growingโญ283

METAโ€‘AGENTIC ฮฑโ€‘AGI ๐Ÿ‘๏ธโœจ โ€” Mission ๐ŸŽฏ Endโ€‘toโ€‘end: Identify ๐Ÿ” โ†’ Outโ€‘Learn ๐Ÿ“š โ†’ Outโ€‘Think ๐Ÿง  โ†’ Outโ€‘Design ๐ŸŽจ โ†’ Outโ€‘Strategise โ™Ÿ๏ธ โ†’ Outโ€‘Execute โšก

OmicsClaw๐Ÿ“main@2026-04-18๐ŸŒฟ Growingโญ116

Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.

medusa๐Ÿ“v2026.5.5๐ŸŒฟ Growingโญ252

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

vllm๐Ÿ“v0.19.1๐ŸŒฟ Growingโญ76,155

A high-throughput and memory-efficient inference and serving engine for LLMs

evals๐Ÿ“v0.1.15๐ŸŒฟ Growingโญ103

A comprehensive evaluation framework for AI agents and LLM applications.

Frappe_Assistant_Core๐Ÿ“v2.4.0๐ŸŒฟ Growingโญ201

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

crewAI๐Ÿ“1.14.2๐ŸŒฟ Growingโญ48,611

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

obsidian-wiki๐Ÿ“main@2026-04-17๐ŸŒฟ Growingโญ290

Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern

AI-Infra-Guard๐Ÿ“v4.1.4๐ŸŒฟ Growingโญ3,428

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

opentulpa๐Ÿ“main@2026-04-17๐ŸŒฑ Seedlingโญ26

Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i

SimpleLLMFunc๐Ÿ“v0.7.8๐ŸŒฟ Growingโญ77

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. ไธ€ไธช็ฎ€ๅ•็š„ๆฐๅˆฐ

AReaL๐Ÿ“v1.0.3๐ŸŒฟ Growingโญ5,017

Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.

OpenClawProBench๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ340

OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.

ollamafreeapi๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ144

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

claw-eval๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ394

Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.

unsloth-buddy๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ212

Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth on NVIDIA ยท TRL+MPS/MLX on Apple Silicon. Automates env setup, LoRA training (SFT, DPO, GRPO, vision), post-hoc

agenthub-be๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ329

Open-source RAG platform with multi-LLM support. Build AI agents that connect to your data, tools, and workflows - no code required.

monocle๐Ÿ“v0.7.8๐ŸŒฟ Growingโญ72

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

llmware๐Ÿ“v0.4.6๐ŸŒฟ Growingโญ14,857

Unified framework for building enterprise RAG pipelines with small, specialized models

cognitive-dissonance-dspy๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ276

A multi-agent LLM system for detecting and resolving cognitive dissonance.

LLM-Wiki๐Ÿ“main@2026-04-18๐ŸŒฑ Seedlingโญ7

Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou

rag-chatbot๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ402

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

RAGEN๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ2,595

RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.

mcp-brasil๐Ÿ“v0.12.1๐ŸŒฟ Growingโญ1,313

MCP Server para 41 APIs pรบblicas brasileiras

dbt-mcp๐Ÿ“v1.14.0๐ŸŒฟ Growingโญ534

A MCP (Model Context Protocol) server for interacting with dbt.

ai-real-estate-assistant๐Ÿ“dev@2026-04-13๐ŸŒฟ Growingโญ159

Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.

Taiwan-Health-MCP๐Ÿ“main@2026-04-13๐ŸŒฟ Growingโญ122

No description

rai๐Ÿ“2.12.0๐ŸŒฟ Growingโญ488

RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and

Engram๐Ÿ“v1.0.0๐ŸŒฟ Growingโญ61

Multi-agent memory consistency platform. We're hiring contributorsโ€”check HIRING.md

vllm-mlx๐Ÿ“v0.2.8๐ŸŒฟ Growingโญ798

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

Multi-Agent-AI-Travel-Advisor๐Ÿ“main@2026-04-12๐ŸŒฑ Seedlingโญ42

AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re

agenticSeek๐Ÿ“main@2026-04-11๐ŸŒฟ Growingโญ25,891

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. ๐Ÿ”” Official updates only via twitter @Martin993

redis-vl-python๐Ÿ“v0.17.1๐ŸŒฟ Growingโญ385

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

MemMachine๐Ÿ“v0.3.5๐ŸŒฟ Growingโญ4,101

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

linux-mcp-server๐Ÿ“1.4.1๐ŸŒฟ Growingโญ202

Tools to allow LLM clients to interact with Linux systems remotely

PageIndex๐Ÿ“main@2026-04-10๐ŸŒฟ Growingโญ24,681

๐Ÿ“‘ PageIndex: Document Index for Vectorless, Reasoning-based RAG

openclaw-qa๐Ÿ“main@2026-04-10๐ŸŒฟ Growingโญ77

OpenClaw Q&A ็คพๅŒบ โ€” AI Agent ่ฎฐๅฟ†็ณป็ปŸใ€ๅคšAgentๆžถๆž„ใ€่ฟ›ๅŒ–็ณป็ปŸใ€ๅ…ท่บซAI | ้พ™่™พ่Œถ้ฆ† ๐Ÿฆž

hippograph-pro๐Ÿ“main@2026-04-10๐ŸŒฑ Seedlingโญ25

Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.

hermes-agent๐Ÿ“v2026.4.16๐ŸŒฟ Growingโญ57,954

The agent that grows with you

vmlx๐Ÿ“v1.3.34๐ŸŒฟ Growingโญ198

vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth

DrugClaw๐Ÿ“main@2026-04-09๐ŸŒฟ Growingโญ127

๐Ÿฆ€ Agentic RAG for drug intelligence ยท 57 skills ยท 15 task categories ยท DTI ยท ADR ยท DDI ยท PGx ยท Repurposing ยท Powered by LangGraph

chak-ai๐Ÿ“v0.3.1๐ŸŒฟ Growingโญ211

A simple, yet handy, LLM gateway.

UltraRAG๐Ÿ“v0.3.0.2๐ŸŒฟ Growingโญ5,480

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

developers-guide-to-ai๐Ÿ“main@2026-04-09๐ŸŒฑ Seedlingโญ35

The Developer's Guide to AI - A Field Guide for the Working Developer

mcp๐Ÿ“2026.04.20260414152327๐ŸŒฟ Growingโญ8,740

Official MCP Servers for AWS

fastapi-agent-blueprint๐Ÿ“v0.4.0๐ŸŒฑ Seedlingโญ17

AI Agent Backend Platform on FastAPI โ€” MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.

codeweaver๐Ÿ“v0.1.2๐ŸŒฑ Seedlingโญ8

Semantic code search for AI agents โ€” 166+ languages, hybrid search, works offline

GenericAgent๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ891

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

honcho๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ2,030

Memory library for building stateful agents

aura๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ47

A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules โ€” running loca

deer-flow๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ60,446

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta

OpenOutreach๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ1,418

Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.

pcbparts-mcp๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ40

MCP server for searching electronic components for PCB assembly

awesome-code-agents๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ94

A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ€” they're redefining how software changes the world.

garmin-givemydata๐Ÿ“v0.1.10๐ŸŒฟ Growingโญ61

It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)

ag2๐Ÿ“v0.12.0๐ŸŒฟ Growingโญ4,383

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

discord.py-self-mcp๐Ÿ“v1.2.6๐ŸŒฑ Seedlingโญ22

comprehensive Discord selfbot MCP server using discord.py-self

sdk-python๐Ÿ“v1.36.0๐ŸŒฟ Growingโญ5,602

A model-driven approach to building AI agents in just a few lines of code.

giskard-oss๐Ÿ“giskard-checks/v1.0.2b1๐ŸŒฑ Seedlingโญ5,225

๐Ÿข Open-Source Evaluation & Testing library for LLM Agents

MemOS๐Ÿ“v2.0.13๐ŸŒฑ Seedlingโญ8,264

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

trulens๐Ÿ“trulens-2.7.2๐ŸŒฑ Seedlingโญ3,237

Evaluation and Tracking for LLM Experiments and AI Agents

MCP-Scorecard๐Ÿ“v1.0.0๐ŸŒฑ Seedlingโญ33

Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

memora๐Ÿ“v0.2.27๐ŸŒฑ Seedlingโญ386

Give your AI agents persistent memory.

kai๐Ÿ“v1.4.0๐ŸŒฑ Seedlingโญ28

Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your

AGiXT๐Ÿ“v1.9.4๐ŸŒฑ Seedlingโญ3,167

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

mlflow๐Ÿ“v3.11.1๐ŸŒฑ Seedlingโญ25,285

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

google_workspace_mcp๐Ÿ“v1.19.0๐ŸŒฟ Growingโญ2,087

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

mengram๐Ÿ“v2.23.0๐ŸŒฑ Seedlingโญ153

Human-like memory for AI agents โ€” semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

parlant๐Ÿ“v3.3.1๐ŸŒฟ Growingโญ17,899

The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.

agent-actions๐Ÿ“v0.1.12๐ŸŒฑ Seedlingโญ4

Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.

PromptKit๐Ÿ“v0.6.1๐ŸŒฑ Seedlingโญ34

Agentic prompts are the most important code you're not engineering. PromptKit fixes that โ€” composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together

skill๐Ÿ“v1.2.1๐ŸŒฑ Seedlingโญ978

PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with ๐Ÿฆ€ by the humans at https://kilo.ai

claude-bug-bounty๐Ÿ“v4.0.0๐ŸŒฟ Growingโญ1,690

AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.

agentpool๐Ÿ“v2.9.18๐ŸŒฑ Seedlingโญ128

A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)

crawl-mcp๐Ÿ“v0.3.0๐ŸŒฑ Seedlingโญ30

Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.

Corbell๐Ÿ“1.0.3๐ŸŒฟ Growingโญ187

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

EvoScientist๐Ÿ“v0.0.7๐ŸŒฟ Growingโญ2,731

๐Ÿ”ฌ Harness Vibe Research with Self-evolving AI Scientists

AutoRAG๐Ÿ“v0.3.22๐ŸŒฑ Seedlingโญ4,693

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

instructor๐Ÿ“v1.15.1๐ŸŒฑ Seedlingโญ12,743

structured outputs for llms

langfuse-mcp๐Ÿ“v0.6.5๐ŸŒฑ Seedlingโญ75

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

lm-proxy๐Ÿ“v3.2.2๐ŸŒฑ Seedlingโญ111

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโ€”use as library or standalone service.

obsidian-second-brain๐Ÿ“v4.0.0๐ŸŒฟ Growingโญ105

A Claude Code skill that turns your Obsidian vault into a living second brain โ€” autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.

mcp-gateway-registry๐Ÿ“v1.0.18๐ŸŒฟ Growingโญ576

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

kuzu-memory๐Ÿ“v1.12.9๐ŸŒฑ Seedlingโญ22

Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.

agent2๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ25

The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.

letta๐Ÿ“0.16.7๐ŸŒฑ Seedlingโญ21,997

Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.

Athena-Public๐Ÿ“v9.6.5๐ŸŒฑ Seedlingโญ452

The Linux OS for AI Agents โ€” Persistent memory, autonomy, and time-awareness for any LLM. Own the state. Rent the intelligence.

open-responses-server๐Ÿ“v0.4.3๐ŸŒฑ Seedlingโญ161

Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.

animaworks๐Ÿ“v0.6.2๐ŸŒฑ Seedlingโญ225

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

openclaw-model-bridge๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ9

Connect any LLM to OpenClaw โ€” production-tested middleware for Qwen3-235B and beyond

llm_intents๐Ÿ“1.7.1๐ŸŒฑ Seedlingโญ111

Exposes internet search tools for use by LLM-backed Assist in Home Assistant

rag-agent๐Ÿ“master@2026-04-21๐ŸŒฑ Seedlingโญ7

Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.

droid-llm-hunter๐Ÿ“v1.0.0๐ŸŒฑ Seedlingโญ95

Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).

basic-memory๐Ÿ“v0.20.3๐ŸŒฑ Seedlingโญ2,792

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

OSA๐Ÿ“v0.2.10๐ŸŒฑ Seedlingโญ139

Tool that just makes your open source project better using LLM agents

langroid๐Ÿ“0.61.1๐ŸŒฑ Seedlingโญ3,960

Harness LLMs with Multi-Agent Programming

pathway๐Ÿ“v0.30.0๐ŸŒฑ Seedlingโญ63,504

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

RAGLight๐Ÿ“3.4.7๐ŸŒฑ Seedlingโญ656

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

CASSIA๐Ÿ“v1.3.1๐ŸŒฑ Seedlingโญ88

CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework

invariant-gateway๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ69

LLM proxy to observe and debug what your AI agents are doing.

Wee-Orchestrator๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ6

๐Ÿ€ Self-hosted multi-agent AI orchestrator โ€” chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.

aitoolman๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ4

Controllable and Transparent LLM Application Framework

nano-banana-pro๐Ÿ“v2.58.0-alpha๐ŸŒฑ Seedlingโญ2

# Manga-Autonoma (powered by nano-banana-2)ใ€€Autonomous AI 4-panel manga production system using Gemini API. / Gemini APIใ‚’ๆดป็”จใ—ใŸใ€ๅฎŒๅ…จ่‡ชๅพ‹ๅž‹AI4ใ‚ณใƒžใƒžใƒณใ‚ฌๅˆถไฝœใ‚ทใ‚นใƒ†ใƒ ใ€‚

JackrabbitAI๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ1

A Python framework for building flexible, multi-provider AI applications and Discord bots using OpenAI and Cohere.

AgentQuant๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ87

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

mcp-anything๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ31

One command to turn any codebase into an MCP server

Open-Sable๐Ÿ“v1.7.0๐ŸŒฑ Seedlingโญ18

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

openakita๐Ÿ“v1.25.18๐ŸŒฑ Seedlingโญ1,613

An open-source AI assistant framework with skills and agent architecture

PromptDrifter๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ8

๐Ÿงญ PromptDrifter โ€“ oneโ€‘command CI guardrail that catches prompt drift and fails the build when your LLM answers change.

Anthropic-Cybersecurity-Skills๐Ÿ“v1.2.0๐ŸŒฑ Seedlingโญ4,262

754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop

ten-framework๐Ÿ“0.11.63๐ŸŒฑ Seedlingโญ10,390

Open-source framework for conversational voice AI agents

python-sdk๐Ÿ“v1.27.0๐ŸŒฑ Seedlingโญ22,595

The official Python SDK for Model Context Protocol servers and clients

vikramaditya๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ5

Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ€” it hunts, it reports. Inspired by the Obsidian Order.

WHartTest๐Ÿ“v2.2.0๐ŸŒฑ Seedlingโญ782

WHartTest ๆ˜ฏๅŸบไบŽ Django REST Framework ไธŽ็Žฐไปฃๅคงๆจกๅž‹ๆŠ€ๆœฏๆ‰“้€ ็š„ AI ้ฉฑๅŠจๆต‹่ฏ•่‡ชๅŠจๅŒ–ๅนณๅฐใ€‚ๅนณๅฐ่šๅˆ่‡ช็„ถ่ฏญ่จ€็†่งฃใ€็Ÿฅ่ฏ†ๅบ“ๆฃ€็ดขไธŽๅตŒๅ…ฅๆœ็ดข่ƒฝๅŠ›๏ผŒ็ป“ๅˆ LangChain ไธŽ MCP๏ผˆModel Context Protocol๏ผ‰ ๅทฅๅ…ท่ฐƒ็”จ๏ผŒๅฎž็ŽฐไปŽ้œ€ๆฑ‚ๅˆฐๅฏๆ‰ง่กŒๆต‹่ฏ•็”จไพ‹็š„่‡ชๅŠจๅŒ–็”ŸๆˆไธŽ็ฎก็†๏ผŒๅธฎๅŠฉๆต‹่ฏ•ๅ›ข้˜Ÿๆๅ‡ๆ•ˆ็އไธŽ่ฆ†็›–็އใ€‚

Windows-MCP๐Ÿ“v0.7.1๐ŸŒฑ Seedlingโญ5,075

MCP Server for Computer Use in Windows

neurostack๐Ÿ“v0.11.1๐ŸŒฑ Seedlingโญ40

Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal

RAG-Anything๐Ÿ“v1.2.10๐ŸŒฑ Seedlingโญ15,557

"RAG-Anything: All-in-One RAG Framework"

codexlens-search๐Ÿ“v0.8.0๐ŸŒฑ Seedlingโญ44

Lightweight semantic code search engine โ€” 2-stage vector + FTS + RRF fusion + MCP server for Claude Code

opencode-local-api๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

Supercharge OpenCode Agents: Add local terminal powers, safe file editing, background tasks, and live web search via Python Local API.

OllamaRAG๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ5

๐Ÿค– Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.

cyrax_AI_oss๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ3

AI-powered multi-agent system that transforms Telegram into an intelligent automation hub โ€” routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.

engram-memory-community๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ6

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

YouTubeGPT๐Ÿ“v3.3.1๐ŸŒฑ Seedlingโญ14

YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.

Buildable๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ2

AI-powered web app builder โ€” describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.

txtai๐Ÿ“v9.7.0๐ŸŒฑ Seedlingโญ12,381

๐Ÿ’ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows

autopoe๐Ÿ“v0.2.12๐ŸŒฑ Seedlingโญ1

A structured multi-agent framework for coordinated AI collaboration

bibfixer๐Ÿ“v0.3.0๐ŸŒฑ Seedlingโญ176

A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.

KawaiiGPT๐Ÿ“KawaiiGPT๐ŸŒฑ Seedlingโญ831

KawaiiGPT โ€” Open-source LLM gateway accessing DeepSeek, Gemini, and Kimi-K2 through reverse-engineered Pollinations API with no API keys required, built-in prompt injection capabilities for security r

edsl๐Ÿ“wasm-wheel๐ŸŒฑ Seedlingโญ454

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.

shipped-by-agents๐Ÿ“v0.1๐ŸŒฑ Seedlingโญ21

The building blocks of an enterprise adoption framework for agentic coding โ€” technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflo

synapse-ai๐Ÿ“v1.0.0๐ŸŒฑ Seedlingโญ1

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM โ€” local or cloud.

sawzhang_skills๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ2

Claude Code skills collection โ€” CCA study guides, Twitter research, MCP review, auto-iteration tools

reina๐Ÿ“v1.0.0๐ŸŒฑ Seedlingโญ35

Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research

ToolAgents๐Ÿ“0.3.0๐ŸŒฑ Seedlingโญ34

ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.

Cognio๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿง  Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.

prometheus-mcp-server๐Ÿ“v1.6.0๐ŸŒฑ Seedlingโญ410

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

OneRAG๐Ÿ“v1.0.7๐ŸŒฑ Seedlingโญ118

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA

RAGElo๐Ÿ“0.4.0๐ŸŒฑ Seedlingโญ128

RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker

deltallm๐Ÿ“v0.1.20-rc2๐ŸŒฑ Seedlingโญ3

Route, manage, and analyze your LLM requests across multiple providers with a unified API interface

ChatSpatial๐Ÿ“v1.1.6๐ŸŒฑ Seedlingโญ27

๐Ÿงฌ Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.

watchtower๐Ÿ“1.0.2๐ŸŒฑ Seedlingโญ51

Watchtower is a simple AI-powered penetration testing automation CLI tool that leverages LLMs and LangGraph to orchestrate agentic workflows that you can use to test your websites locally. Generate us

mcp_plantuml๐Ÿ“0.0.0๐Ÿ’ค Dormantโญ15

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

kubectl-mcp-server๐Ÿ“v1.24.0๐ŸŒฑ Seedlingโญ865

Published in CNCF Landscape: A MCP server for Kubernetes.

Phantom๐Ÿ“v0.8.0๐ŸŒฑ Seedlingโญ107

Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing

Geneclaw๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ34

Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.

eternego๐Ÿ“master@2026-04-18๐ŸŒฑ Seedlingโญ3

The Eternego codebase

Gito๐Ÿ“v4.0.3๐ŸŒฑ Seedlingโญ207

An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesโ€”such as security vulnerabilities, bugs, and maintainability concerns.

llm-in-sandbox๐Ÿ“v0.2.0๐ŸŒฑ Seedlingโญ216

Computer Environments Elicit General Agentic Intelligence in LLMs

ragflow๐Ÿ“v0.24.0๐ŸŒฑ Seedlingโญ77,784

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

m3-memory๐Ÿ“v2026.4.20๐ŸŒฑ Seedlingโญ4

Local-first Agentic Memory Layer for MCP Agents โ€ข 25 tools โ€ข Hybrid search (FTS5 + vector + MMR) โ€ข GDPR โ€ข 100% local

OpenContracts๐Ÿ“v3.0.0.b4๐ŸŒฑ Seedlingโญ1,264

Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.

camel๐Ÿ“v0.2.90๐ŸŒฑ Seedlingโญ16,654

๐Ÿซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

AttentiveSupport๐Ÿ“0.0.0๐Ÿ’ค Dormantโญ36

llm-based robot that intervenes only when needed

a-mem-mcp-server๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿง  Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.

local-rag-server๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.

daiv๐Ÿ“v2.0.0๐ŸŒฑ Seedlingโญ18

Your AI-powered SWE teammate, built into your git workflow

wcgw๐Ÿ“5.6.1๐ŸŒฑ Seedlingโญ655

Shell and coding agent on mcp clients

sec-edgar-mcp๐Ÿ“v1.0.8๐ŸŒฑ Seedlingโญ245

A SEC EDGAR MCP (Model Context Protocol) Server

LLM-API-Key-Proxy๐Ÿ“main/build-20260123-1-bf7ab7e๐ŸŒฑ Seedlingโญ448

Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.

Auto-Pentest-LLM๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿ” Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.

OpenACM๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ2

Self-hosted autonomous AI agent โ€” runs on your PC, controls your environment, connects to any MCP server.

OpenRA-RL๐Ÿ“v0.4.1๐ŸŒฑ Seedlingโญ118

Open Framework for AI Agents to play Red Alert through Reinforcement Learning

DOX๐Ÿ“main@2026-04-15๐ŸŒฑ Seedlingโญ1

Broken RAG For The Broken Souls

CORE๐Ÿ“v2.2.2๐ŸŒฑ Seedlingโญ30

A thing that uses AI to write perfect applications. For those who want to know how: a governance runtime enforcing immutable constitutional rules on AI coding agents.

uniAI๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate โ€” built to help studen

ragas๐Ÿ“v0.4.3๐ŸŒฑ Seedlingโญ13,329

Supercharge Your LLM Application Evaluations ๐Ÿš€

mcp-statcan๐Ÿ“main@2026-04-12๐ŸŒฑ Seedlingโญ3

A MCP server to use StatCAN data

MaiBot๐Ÿ“0.12.2๐ŸŒฑ Seedlingโญ4,603

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency;

mcp-task-orchestrator๐Ÿ“v1.8.0๐Ÿ’ค Dormantโญ25

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

Zen-Ai-Pentest๐Ÿ“v3.0.0๐ŸŒฑ Seedlingโญ279

๐Ÿ›กโš”๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐Ÿ›กโš”๏ธ

scraper-mcp๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ3

๐ŸŒ Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.

MOP๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

A local LLM-based autonomous agent orchestration platform featuring async background tasks, context-isolated sub-agents, dynamic knowledge injection, and strict security approval gates (Plan Mode).

PAI-RAG๐Ÿ“v0.4.3๐ŸŒฑ Seedlingโญ450

An easy-to-use framework for modular RAG

hybrid-orchestrator๐Ÿ“master@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.

rjobs๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

CLI tool to search and rank remote job opportunities

agentica๐Ÿ“1.2.3๐ŸŒฑ Seedlingโญ277

Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้‡็บงๅผ‚ๆญฅไผ˜ๅ…ˆ็š„AI Agentๆก†ๆžถ๏ผŒๆ”ฏๆŒๅทฅๅ…ท่ฐƒ็”จใ€RAGใ€ๅคšๆ™บ่ƒฝไฝ“ๅ’ŒMCPใ€‚

ros-mcp-server๐Ÿ“v3.0.1๐ŸŒฑ Seedlingโญ1,152

Connect AI models like Claude & GPT with robots using MCP and ROS.

Awesome-RAG-Production๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿš€ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.

Comfy-Cozy๐Ÿ“v4.0.0๐ŸŒฑ Seedlingโญ3

AI co-pilot for ComfyUI โ€” 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.

evo-agents๐Ÿ“master@2026-04-19๐ŸŒฑ Seedlingโญ3

Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.

gardener๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

Practical CLI tool for maintaining open source repositories.

ComfyUI-AudioSR๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐ŸŽถ Enhance audio quality with ComfyUI-AudioSR, a versatile tool for upscaling sounds to 48kHz for better clarity and listening experience.

PromptManager๐Ÿ“master@2026-04-12๐ŸŒฑ Seedlingโญ3

PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.

multi-agent-orchestration-framework๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ26

Modular multi-agent orchestration framework powered by LangGraph and FastAPI.

summoner-agents๐Ÿ“v1.1.0๐ŸŒฑ Seedlingโญ24

A collection of Summoner clients and agents featuring example implementations and reusable templates

gptme๐Ÿ“v0.31.0๐ŸŒฑ Seedlingโญ4,266

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

llmsh๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ1

Yet another shell LLM chat

agent-telegram-bot๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

Provide a local, privacy-focused AI assistant for Telegram that runs fully on your machine without sending data to the cloud.

dj-treta-being๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ2

Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ€” autonomously. 30hrs for $0.04.

local-rag-system๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.

asya-chat-ui๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.

Ollama-Terminal-Agent๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.

Grinta-Agent๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ1

Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.

seraph๐Ÿ“develop@2026-04-13๐ŸŒฑ Seedlingโญ1

An AI guardian that remembers, watches, and acts.

ComfyUI-LoaderUtils๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿ”„ Optimize model loading in ComfyUI with flexible node connections and controlled sequences for better performance and memory management.

Paper2Slides๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿ“Š Transform research papers into professional slides and posters seamlessly and quickly with Paper2Slides, saving you valuable time.

agentic-ai๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.

langgraph-llama-cpp-starter๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.

ps2-recomp-Agent-SKILL๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Enable autonomous reverse engineering and recompilation of PlayStation 2 games using a structured OS for LLM agents with persistent memory and workflows

enton๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Builds an autonomous AI robot with vision, voice, and decision-making capabilities using Python, PyTorch, and CUDA technology.

auto-re-agent๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.

ATS๐Ÿ“main@2026-04-19๐ŸŒฑ Seedlingโญ1

An AI-driven hybrid algorithmic trading bot that dynamically switches between mean-reversion and trend-following strategies based on market regimes, powered by Google Gemini.

autogen๐Ÿ“python-v0.7.5๐Ÿ’ค Dormantโญ56,830

A programming framework for agentic AI

geon-decoder๐Ÿ“main@2026-04-11๐ŸŒฑ Seedlingโญ1

GEON: Structure-first decoding via equivalence classes and field closure

Agent_Life_Space๐Ÿ“v1.36.0๐ŸŒฑ Seedlingโญ1

Self-hosted autonomous AI agent โ€” 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests

consolidation-memory๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.

brand-consistency-ai-skill๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.

awesome-lark-bots๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.

DeepMCPAgent๐Ÿ“v0.5.0๐Ÿ’ค Dormantโญ810

Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.

Legion๐Ÿ“v0.1.3๐Ÿ’ค Dormantโญ116

A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.

Government-Citizen-Services-Voice-Agent๐Ÿ“main@2026-04-15๐ŸŒฑ Seedlingโญ1

Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services

qa-agent๐Ÿ“v0.2.1๐ŸŒฑ Seedlingโญ1

An automated, agentic exploratory testing tool that performs comprehensive QA testing on web applications, simulating human user interactions through various input methods (mouse, keyboard, TAB naviga

agent-coordinator๐Ÿ“main@2026-04-12๐ŸŒฑ Seedlingโญ1

Lightweight coordination server for autonomous AI coding agents โ€” task claiming, file locks, message passing, and health monitoring over REST

vllm-cli๐Ÿ“v0.2.5๐Ÿ’ค Dormantโญ487

A command-line interface tool for serving LLM using vLLM.

taiji๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ1

AI-powered self-learning OS with I Ching philosophy | ่žๅˆๆ˜“็ปๅ“ฒๅญฆ็š„่‡ชๅญฆๅž‹ AI ๆ“ไฝœ็ณป็ปŸ

HealthFlow๐Ÿ“datasets๐Ÿ’ค Dormantโญ40

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research

LettuceDetect๐Ÿ“0.1.8๐Ÿ’ค Dormantโญ545

Lightweight hallucination detection framework for RAG applications

KAG๐Ÿ“v0.8.0๐Ÿ’ค Dormantโญ8,668

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

RagaAI-Catalyst๐Ÿ“v2.2.4๐Ÿ’ค Dormantโญ16,130

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

fed-rag๐Ÿ“v0.0.27๐Ÿ’ค Dormantโญ144

A framework for fine-tuning retrieval-augmented generation (RAG) systems.

Agentic-AI-Pipeline๐Ÿ“v1.0.0๐Ÿ’ค Dormantโญ57

๐Ÿฆพ A productionโ€‘ready research outreach AI agent that plans, discovers, reasons, uses tools, autoโ€‘builds cited briefings, and drafts tailored emails with toolโ€‘chaining, memory, tests, and turnkey Dock

FlexRAG๐Ÿ“0.3.0๐Ÿ’ค Dormantโญ235

FlexRAG: A RAG Framework for Information Retrieval and Generation.

mockloop-mcp๐Ÿ“v2.2.9๐Ÿ’ค Dormantโญ15

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

langchain-sandbox๐Ÿ“langchain_sandbox==0.0.6๐Ÿ’ค Dormantโญ240

Safely run untrusted Python code using Pyodide and Deno

Qwen-Agent๐Ÿ“v0.0.26๐Ÿ’ค Dormantโญ15,963

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

qodo-cover๐Ÿ“0.3.10๐Ÿ’ค Dormantโญ5,353

Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐Ÿ’ป๐Ÿค–๐Ÿงช๐Ÿž

llm-tools-searxng๐Ÿ“v0.1.1๐Ÿ’ค Dormantโญ6

SearXNG tool plugin for https://llm.datasette.io/

security-controls-mcp๐Ÿ“v1.1.0๐ŸŒฑ Seedling

MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)

fastRAG๐Ÿ“v3.1.2๐Ÿ’ค Dormantโญ1,772

Efficient Retrieval Augmentation and Generation Framework

neuraldocs๐Ÿ“3.2.2๐Ÿ’ค Dormantโญ1

Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.