Search results for "model"
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
MCP server for Kaseya Autotask PSA โ 39 tools for companies, tickets, projects, time entries, and more
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.
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
.NET (C#) boilerplate code generator that transforms an EF Core model into a fully customizable .NET (C#) + Angular web app
โก๏ธAI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-Onโก๏ธ, supports Ch
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.
ARIS โ๏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
OKX trading MCP server โ connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
Declarative Agent Orchestration. Ship while you sleep.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
The worldโs fastest AI model gateway (450x less overhead than LiteLLM). Unified access to LLMs across endpoints (openAI, self-hosted, etc.) behind a single authentication layer - with API key generati
A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for pers
๐ฑ A little course on Reinforcement Learning Environments for evaluating and training Language Models
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
Natural language โ ComfyUI workflow JSON. 34 built-in templates, 360+ node definitions, auto model download. Supports txt2img, img2img, txt2vid, img2vid, audio, 3D generation across SD1.5/SDXL/S
autonomous agent with access to a tool library
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
LLM Agent that leverages cheminformatics tools to provide informed responses.
This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gateway based on OpenAI API standards
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
Custom plugins for hermes-agent โ goal management, inter-agent bridge, model selection, cost control
The agent-native LLM router for OpenClaw. 41+ models, <1ms routing, USDC payments on Base & Solana via x402.
Self improving agents through iterations
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pr
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.
Self-improving Agent orchestrator for all knowledge work
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
PraisonAI ๐ฆ 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
The memory-first coding agent
gproxy is a Rust-based multi-channel LLM proxy that exposes OpenAI / Claude / Gemini-style APIs through a unified gateway, with a built-in admin console, user/key management, and request/usage auditin
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
LLM API load-balancing gateway. LLM API ่ด่ฝฝๅ่กก็ฝๅ ณ.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want to code in your terminal.
โก๏ธ Open-source AI Gateway โ Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
GitHub Agentic Workflows Firewall
Persistent memory for AI coding agents
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
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
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
Rediscover your social memories with local, AI-powered analysis. ๆฌๅฐๅ็่ๅคฉ่ฎฐๅฝๅๆๅทฅๅ ท๏ผ้่ฟ AI Agent ๅ้กพไฝ ็็คพไบค่ฎฐๅฟใ
LeanKG: Stop Burning Tokens. Start Coding Lean.
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
The ultimate LLM/AI application development framework in Go.
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
Your local AI Desktop Agent for Windows, macOS & Linux. Agent Skills (SKILL.md), autonomous coding (Codework), multi-agent teams, desktop automation, 15+ AI providers, Desktop Buddy. No Docker, no ter
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
I'm going to build my own OpenClaw, with blackjack... and bun!
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Save 120+ Hours of Setup Pain (I did it for you) โ Launch Your OpenClaw Agent Teams with 1 Command (15+ Recipes)
๐ฅ Pickle Rick for Claude Code โ autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.
Run a fleet of AI agents on Kubernetes. Administer your cluster agentically
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
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
Agent! connects any AI to your Mac. 13 LLM providers โ cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
#1 Terminal Benchmark 2.0 โ AI that ships your tickets.
EdgeCrab ๐ฆ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw โ Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup โ a secure foundation
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
AI Agent Framework, the Pydantic way
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
The agent engineering platform
Agent Swarm framework for AI coding agents and more!
A simple Zotero plugin that brings your own LLM into the side panel.
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
All-in-one local AI hub for Obsidian โ LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
Autonomous AI agent that contributes to open source โ discovers repos, analyzes code, generates fixes, and submits PRs
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
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
๐ค A composable framework for building AI applications.
An easy to use GUI-based tool that performs live translations using OCR and LLMs (Either cloud or local only)
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
AI image generation CLI powered by Gemini 3 Pro. Green screen transparency, reference images, style transfer. Also a Claude Code plugin.
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
A tool to translate Xcode xcstrings files using ChatGPT AI/LLM
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
๐ชข Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. ๐YC W23
The official Rust SDK for the Model Context Protocol
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
The official Ruby SDK for the Model Context Protocol.
LLM7.io offers a single API gateway that connects you to a wide array of leading AI models from various providers.
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type โ from any MCP client.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
๐ The fast, Pythonic way to build MCP servers and clients.
Universal memory layer for AI Agents
Seth's AI Tools: A Unity based front end that uses ComfyUI and LLMs to create stories, images, movies, quizzes and posters
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
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
Open-source sandboxes for code execution, browser use, and AI agents.
Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.
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
Plano is an AI-native proxy and data plane for agentic apps โ with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.
A self-hosted AI workspace with chat, code execution, parallel multi-agent orchestration, and a skill marketplace. Runs on macOS and Windows. Everything executes inside a secure Ubuntu sandbox โ no Do
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,
MCP server to manage Facebook and Instagram Ads (Meta Ads)
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
OpenCode mobile client via Telegram: run and monitor AI coding tasks from your phone while everything runs locally on your machine. Scheduled tasks support. Can be used as lightweight OpenClaw alterna
[ARCHIVED] ๅทฒ่ฟ็งปๅฐ MIXIA-Framework repo
Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.
Lightweight persistent memory system for Claude Code โ FTS5 search, episode batching, error-triggered recall
Autonomous Agents (LLMs) research papers. Updated Daily.
Semiont supports human+ai collaborative knowledge work. Use it as: a Wiki, Semantic Layer, Context Graph, Knowledge Base, Annotator, Research Tool, or Agentic Memory...
A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with feed specs, PRDs, and guidelines to auto-generate implementation plans and code.
A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.
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
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
A 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.
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
Lint your repo for AI agent compatibility.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Model Context Protocol - MCP for Mifos X
Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review โ one command to deploy.
This repository contains comprehensive pricing and configuration data for LLMs. It powers cost attribution for 200+ enterprises running 400B+ tokens through Portkey AI Gateway every day.
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
FSPEC: The Spec-Driven, Multi-Agent Coding Factory. It is infrastructure for the "Dark Factory"โthe emerging model of fully autonomous software development where AI agents handle all implementation wh
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Build and run agents you can see, understand and trust.
๐ Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
PowerPlatform Model Context Protocol server
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Unleash Next-Level AI! ๐ ๐ป Code Generation: DeepSeek r1 + Claude 3.7 Sonnet - Unparalleled Performance! ๐ Content Creation: DeepSeek r1 + Gemini 2.5 Pro - Superior Quality! ๐ OpenAI-Compatible. ๏ฟฝ
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
Exa MCP for web search and web crawling!
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
๐ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
Umple: Model-Oriented Programming - embed models in code and vice versa and generate complete systems. Save yourself lots of coding. Do it collaboratively online in UmpleOnline, in an IDE or on the co
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.
MCP server for token-efficient large document analysis via the use of REPL state
A model-driven approach to building AI agents in just a few lines of code.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
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
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-sessio
Tableau's official MCP Server. Helping Agents see and understand data.
BioMCP: Biomedical Model Context Protocol
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for models, tools, memory, realtime voice, and more. ADK-Rust is a flexible framework for developing AI agents wi
A repository of servers and clients from the Model Context Protocol tutorials
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https:
OllamaFreeAPI: Free Distributed API for Ollama LLMs Public gateway to our managed Ollama servers with: - Zero-configuration access to 50+ models - Auto load-balanced across global nodes - Free tier w
A community driven registry service for Model Context Protocol (MCP) servers.
MeiGen-AI-Design-MCP โ Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included
Unified framework for building enterprise RAG pipelines with small, specialized models
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
A MCP (Model Context Protocol) server for interacting with dbt.
A plugin with compound engineering workflows and memory for AI coding agents
MCP server to provide Figma layout information to AI coding agents like Cursor
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
One task, one agent, delivered. The open-source platform for task-driven autonomous AI agents.OpenCow assigns an autonomous AI agent to every task โ features, campaigns, reports, audits โ and deliver
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.
Latitude is the open-source agent engineering platform
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Agentic RAG R1 Framework via Reinforcement Learning
The ultimate space for work and life โ to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level โ enabling multi-agent collaboration, effo
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Native web workspace for Hermes Agent โ chat, terminal, memory, skills, inspector.
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollama), fully self-hosted
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangC
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
Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine
MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions th
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash โ plan, code, review, commit. Zero Dependency. Works with any language stack.
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
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
ReLE่ฏๆต๏ผไธญๆAIๅคงๆจกๅ่ฝๅ่ฏๆต๏ผๆ็ปญๆดๆฐ๏ผ๏ผ็ฎๅๅทฒๅๆฌ359ไธชๅคงๆจกๅ๏ผ่ฆ็chatgptใgpt-5.2ใo4-miniใ่ฐทๆญgemini-3-proใClaude-4.6ใๆๅฟERNIE-X1.1ใERNIE-5.0ใqwen3-maxใqwen3.5-plusใ็พๅทใ่ฎฏ้ฃๆ็ซใๅๆฑคsenseChat็ญๅ็จๆจกๅ๏ผ ไปฅๅstep3.5-flashใkimi-k2.5ใernie4.5ใMin
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs โ everywhere you work.
Autonomous CLI agent integrations for the Spring AI ecosystem with Claude Code, Gemini CLI, and secure sandbox execution
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
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.
Make AI work for Everyone - Monitoring and governing for your AI/ML
Draw.io Model Context Protocol (MCP) Server
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
Must-read papers on Repository-level Code Generation & Issue Resolution ๐ฅ
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into whatโs urgent and whatโs important, so you can finally get stuff done without burning out. Itโs simple, visual,
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
The agent that grows with you
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
auto-wing is a tool that uses LLM to assist automated testing
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers
Open-source AI gateway written in Rust, with token compression for Claude Code, Codex... and any other LLM client.
๐ฌ 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.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, network, and syscall isolation for Linux and macOS
The world's first Autonomous Product Engine (APE): AI agents research your market, generate features, and ship code as PRs. Convoy mode, crash recovery, cost tracking, 80+ API endpoints. Self-hosted v
Official MCP Servers for AWS
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
A command-line interface for MCP servers. curl for MCP.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
Tribunal multi-agent Discord bot framework โ autonomous paired review with configurable agent roles
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
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.
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...
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.
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows
A Multi-Agentic AI Assistant/Builder
Enable tool/function calling for any LLM, in OpenAI and Ollama API formats, adding universal function calling to models without native support. Use local or cloud models with full agent capabilities.
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs direct
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
๐ฆ Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI โ thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
Agent ensembles to design, generate, and select the best code for every task.
A tool-use-focused LLM plugin for neovim.
The Self-Growing Karpathy LLM Wiki โ grown by an AI agent yoyo from Karpathy's founding prompt
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Memory library for building stateful agents
OpenBrep: ็จ่ช็ถ่ฏญ่จ้ฉฑๅจ ArchiCAD GDL ๅบๅฏน่ฑก็ๅๅปบใไฟฎๆนไธ็ผ่ฏ
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
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
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
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.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
A comprehensive MCP server for Metabase with 70+ tools.
code generator sbt plugin from database schema
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
Autonomous orchestration framework for Claude Code with MemPalace-inspired memory (4-layer stack, 818-token wake-up), parallel-first Agent Teams (6 teammates), Aristotle First Principles methodology,
The engine powering hundreds of thousands of MCP connections ๐ค ๐ฅ
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Multi-Agent workflow running into a Laravel application with Neuron PHP AI framework
2026 swarm Agent ๅนด๏ผswarm Agent ใAgent teamใ ai codingใskillใmemoryใevolveใagentic RL ็ญ AI Agent้ๅ
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
๐ 2026 ๆ็ณป็ป็ AI Agent ้ๆๆๅ๏ฝๆบ่ฝไฝๅฎๆๆ็จ ยท ๅฎๆดๅญฆไน ่ทฏๅพ + ๅฎๆ้กน็ฎ + ้ข่ฏ้ขๅบ ยท ๅฏนๆ ๅคงๆจกๅๅบ็จๅผๅๅทฅ็จๅธๅฒไฝ ยท ่ฆ็LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธ็บง้จ็ฝฒไธๅพฎ่ฐ ยท ไป0ๅฐไผไธ็บง่ฝๅฐ + ไปๅญฆไน ๅฐไธ็บฟ้กน็ฎ + ้ข่ฏๅๅคไธไฝๅ
AI agent that implements your specs, opens PRs, and reviews code overnight. Queue GitHub issues or PRDs, wake up to pull requests.
Assorted useful tools, almost entirely generated using LLMs
Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
๐ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
An open-source harness for spec-driven code generation.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
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
A high-throughput and memory-efficient inference and serving engine for LLMs
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles โ unified tools, skills, memory, and orchestration with built-in constraints, feedbac
Testrail MCP Server
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
The ThoughtSpot MCP Server
A comprehensive evaluation framework for AI agents and LLM applications.
comprehensive Discord selfbot MCP server using discord.py-self
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
The platform for LLM evaluations and AI agent testing
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
BitFun is a next-generation AI assistant with built-in Code Agent and Cowork Agent. It has memory, personality, and the ability to evolve over time. You can remotely control the desktop through mobile
Model Context Protocol for Actual Budget API
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
Life sciences computational skills for scientific AI agents
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
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
A Model Context Protocol (MCP) server exposing Lucide icons as resources and tools for LLMs and agentic applications. Built with Bun and the MCP TypeScript SDK.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
MaverickMCP - Personal Stock Analysis MCP Server
Attio Model Context Protocol (MCP) server implementation
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
Quickly build amazing web apps
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
Rust SDK for packaging, securing, and operating portable AI agents.
๐๏ธ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
MKP is a Model Context Protocol (MCP) server for Kubernetes
Open-Source Intelligent Command Layer
High-performance zero-dependency L4/L7 load balancer written in Go. Single binary with Web UI, clustering, MCP/AI integration. 8.5K RPS, 39 E2E tests.
Framework to build resilient language agents as graphs.
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
The official Python library for the OpenAI API
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
Rails Engine with MCP compliant Spec.
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
FinGPT: Open-Source Financial Large Language Models! Revolutionize ๐ฅ We release the trained model on HuggingFace.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
A modern Ruby framework designed for non-blocking I/O and simpler infrastructure
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
The Unofficial and Awesome Home Assistant MCP Server
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. ้็จๆบ่ฝไฝๆไฝ็ณป็ป๏ผๆ้ ไฝ ็งๆ็ๅ็ฑป้็จๆบ่ฝไฝใๆฐไธไปฃAIๅบ็จ่ฎพ่ฎกใๅผๅใๅฎ่ทตๅนณๅฐ๏ผๆ ้ไปฃ็ ๏ผ่ฝปๆพๅๅปบ๏ผ้ๅๅ็ฑปไบบ็พค๏ผๆฏๆๅค็ง็ซฏๅๅธๅAPI๏ผๆไพๅฎๅ็
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
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
A multi-agent LLM system for detecting and resolving cognitive dissonance.
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
Nextcloud MCP Server
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Modelence is a full-stack framework for building production web apps with a built-in database, authentication and monitoring. Modelence is opinionated and AI agent-first, which means it's optimized fo
Autospec is an open-source AI agent that takes a web app URL and autonomously QAs it, and saves its passing specs as E2E test code
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
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Multi-agent AI coding platform powered by Vercel Sandbox and AI Gateway
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with ๐ฆ by the humans at https://kilo.ai
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
Semantic code searcher and codebase utility
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
A secure, stable Rust alternative to openclaw/moltbot/clawdbot
A curated list of awesome works related to high dimensional structure/vector search & database
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Agent Zero AI framework
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents ๐ค (supports secure token auth & more - use with npx or docker!)
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
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. ๐ Official updates only via twitter @Martin993
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
SQL-first lifecycle toolkit for testing, inspecting, and evolving database applications.
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms โ from backend services to Android and iOS, JVM, and even in-brow
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platform. User guides: https://ambient-code.github.io/platform/
Open-source, self-improving autonomous agent swarm๐
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
QuickDesk is the first AI-native remote desktop โ an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
Wanaku MCP Router
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
Frontier self improving AI intern / coworker
Model Context Protocol Server for Swift
Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across SGLang, vLLM, TRT-LLM, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history,
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
Agent Sandbox is an E2B compatible, enterprise-grade ai-first, cloud-native runtime environment for AI Agents. Allows Agents to securely run untrusted LLM-generated Code, Browser use, Computer use, an
Python SDK for Milvus Vector Database
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
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
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
The official TypeScript SDK for Model Context Protocol servers and clients
HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, p
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
WHartTest ๆฏๅบไบ Django REST Framework ไธ็ฐไปฃๅคงๆจกๅๆๆฏๆ้ ็ AI ้ฉฑๅจๆต่ฏ่ชๅจๅๅนณๅฐใๅนณๅฐ่ๅ่ช็ถ่ฏญ่จ็่งฃใ็ฅ่ฏๅบๆฃ็ดขไธๅตๅ ฅๆ็ดข่ฝๅ๏ผ็ปๅ LangChain ไธ MCP๏ผModel Context Protocol๏ผ ๅทฅๅ ท่ฐ็จ๏ผๅฎ็ฐไป้ๆฑๅฐๅฏๆง่กๆต่ฏ็จไพ็่ชๅจๅ็ๆไธ็ฎก็๏ผๅธฎๅฉๆต่ฏๅข้ๆๅๆ็ไธ่ฆ็็ใ
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
๐ Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
aivectormemory ๆฏไธๆฌพๅบไบ Model Context Protocol (MCP) ๅผๅ็OpenClawใOpenCodeใClaudeCodeAI่ฎฐๅฟ็ฎก็ๅทฅๅ ทใๅฎไธ้จไธบ ClaudeใOpenCodeใCursor ๅ ไธปๆตIDE ็ผ็จๅทฅๅ ท่ฎพ่ฎก๏ผ้่ฟๅ้ๆฐๆฎๅบๆๆฏ่งฃๅณ AI ๅจไธๅๅฏน่ฏไผ่ฏไธญใๅฅๅฟใ็้ฎ้ขใaivectormemory: A lightweight MCP Se
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.
๐ฑ Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
Security-first AI agent orchestration system. Built-in agents with predefined capabilities, strict guardrails on what they can and cannot do, and a four-layer defense system that enforces security at
No description
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
The LLM Evaluation Framework
Full, scalable BPMN 2.0 engine
A web component based AI agentic chat UI element which can be added in any website to turn it into an agentic app
Appwriteโs MCP server. Operating your backend has never been easier.
Self-hosted AI Agent Memory + Code Intelligence Platform โ one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
The official TypeScript/Node client for the Pinecone vector database
Local-first AI agent memory โ one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
Client for OpenClaw โ Connect ClawWork to your own OpenClaw and unlock 10x multi-session productivity.
Give your AI agents persistent memory.
CLI, MCP server, and npm library that turns any website into an API โ no docs, no SDK, no browser.
MCP Server for OPNSense to act as IaC proxy
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
The Pinecone Python client
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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
An open-source AI assistant framework with skills and agent architecture
The Go client for Chroma vector database
๐ฌDeepChat - A smart assistant that connects powerful AI to your personal world
The AI agent that lives in your framework/browser
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare an
Integrate cutting-edge LLM technology quickly and easily into your apps
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.
kbot โ the AI agent that dreams, learns, and evolves. 764+ tools, 35 agents, 20 providers. Music production, iPhone control, financial analysis, cyber threat intel. Always-on daemon. Runs offline. npm
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
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
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, built-in IM support, and a sandboxed runtime for improved safety. Under the hood, it is powered by a Claude Code
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
An AI agent for teams, communities, and multi-user environments.
Token-efficient autonomous task execution with context collapse for pi coding agent
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
The video search layer for AI agents. Search video by meaning โ across speech, visuals, and on-screen text.
Vectra is a local vector database for Node.js with features similar to pinecone but built using local files.
OpenCode plugin that gives coding agents persistent memory using local vector database
structured outputs for llms
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
OSCAL tools for AI agents
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
Open-source framework for conversational voice AI agents
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
Serialize your functions with tools-rs!
Playwright MCP server
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
HelixDB is an open-source graph-vector database built from scratch in Rust.
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built
An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
Database for Android and JVM - first and fast, lightweight on-device vector database
LLM-driven debugger server โ give your AI agents step-through debugging superpowers
Ship customer-facing AI with isolation, spend controls, and provenance.
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Operating discipline for AI coding agents - persistent memory, enforced workflow, recorded decisions.
AI image generation skill for Claude Code -- Creative Director powered by Gemini
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
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
Tool that just makes your open source project better using LLM agents
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
Research, create, automate. Work so fast it feels like play. Get an ai co-worker on your machine. It can read-write files, code safely in sandbox, use your browser. Customize it with skills. Integrate
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
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
"RAG-Anything: All-in-One RAG Framework"
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
Git primitives for autonomous coding agents
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
Meerkat - A modular, high-performance agent harness built in Rust.
Ham radio & GMRS gateway, repeater and packet radio โ bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
LLM proxy to observe and debug what your AI agents are doing.
๐ค Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
Make your OpenClaw agents better, cheaper, and faster.
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.
This is a Ruby implementation of MCP (Model Context Protocol) client
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
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.
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
๐ง Accelerate research with SynapseFlow, an AI assistant utilizing 66 agents for swift literature reviews, citation analysis, and hypothesis generation.
A guidance language for controlling large language models.
A local Apple Documentation crawler and MCP server. Written in Swift.
Project CodeGuard is an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding agent workflows. It provides comprehensive security rules that guide AI as
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ dangerous capabilities were never built.
๐ง Enhance Claude AI context retention by optimizing prompt efficiency and enabling seamless session handoff for consistent memory across interactions
๐๏ธ๐ค Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
๐ฌ The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
MCP server for Coolify โ 38 optimized tools for managing self-hosted PaaS through AI assistants
Deep research agent built with Neuron PHP AI framewokrk
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through struct
Type-safe AI agents for Go. Suricata combines LLM intelligence with Goโs strong typing, declarative YAML specs, and code generation to build safe, maintainable, and production-ready AI agents.
๐ ๏ธ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
No description
๐ Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
A toolkit for controlling Unity Editor externally via REST API, MCP (Model Context Protocol), and CLI.
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
A command-line information store for quick reference of frequently used data, with dot notation paths, shell completions, and MCP server for AI agent integration.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. ๐ก๏ธ
Master Codex with this Framework file system + Prompt Generator consisting of 32 markdown files that will set such strict constraints and rules for Codex that its output is nearly flawless. Files for:
A selective learning and memory substrate for agentic systems โ typed, revisable, decayable memory with competence learning and trust-aware retrieval.
TraceRoot - open-source observability and self-healing layer for AI agents. YC S25
Run AI coding agents in hardened container sandboxes.
llm-based robot that intervenes only when needed
We gave AI agents a brain. Memory, planning, continuity, and self-repair โ the missing cognitive architecture layer. Runs on your Mac.
DSPy: The framework for programmingโnot promptingโlanguage models
Turn natural language into executable code โ right in your browser. Lightweight AI chat powered by GPT-4o with sandboxed JavaScript execution.
Mattermost Agents plugin supporting multiple LLMs
A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
A deterministic development harness for Claude Code โ MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features โ fully self-hosted via Ollama.
Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL
Your AI-powered SWE teammate, built into your git workflow
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
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.
Connect AI models like Claude & GPT with robots using MCP and ROS.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SF
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Project CodeGuard is an AI model-agnostic security framework and ruleset that embeds secure-by-default practices into AI coding workflows (generation and review). It ships core security rules, transla
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.
Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
The most comprehensive MCP server for Polymarket โ 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
A SEC EDGAR MCP (Model Context Protocol) Server
Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.
๐ Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
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
Ben โ an autonomous digital entity that lives on Crustocean
A dotfiles repo that treats AI agent behavior as infrastructure
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
๐ค Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
๐ Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
๐ Analyze and visualize Model Context Protocol (MCP) traffic with RETICLE, your Wireshark-like tool for better network insights.
๐ Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
๐ Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
๐ Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
๐ ๏ธ Enhance Claude Code CLIโs refactoring with JetBrains IDEs, leveraging advanced semantic analysis for smarter code usage handling.
A curated, daily-updated list of awesome resources, tools, SDKs, papers, and projects for Anthropic & Claude AI
Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
A fully autonomous (no human-in-loop) agentic based project design and coding machine
Structured Outputs
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
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.
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
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.
๐จ Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Published in CNCF Landscape: A MCP server for Kubernetes.
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
DLite - a lightweight data-centric framework for semantic interoperability
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
The Eternego codebase
๐ง Discover and evaluate advanced benchmark datasets for Large Language Model agents to enhance performance assessment in real-world tasks.
๐ Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
Golem Cloud is the agent-native platform for building AI agents and distributed applications that never lose state, never duplicate work, and never require you to build infrastructure.
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
Open-source AI browser agent for Chrome and Firefox
Autonomous AI Agent SDK for React Native & Expo โ AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Context Protocol). One co
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesโsuch as security vulnerabilities, bugs, and maintainability concerns.
Benchmark for vector databases.
Implement a Pytorch-like DL library in C++ from scratch, step by step
Computer Environments Elicit General Agentic Intelligence in LLMs
An easy-to-use framework for modular RAG
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
A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other
Multi-agent system for software development
๐ก Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
๐ Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
Manage and debug local Model Context Protocol servers with an easy desktop app that auto-discovers and monitors MCP instances.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
๐ Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
File-based autonomous agentic research swarm template (Planner/Worker/Judge) with contracts, workstreams, and deterministic quality gates.
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants โ enabling instant, natural language search and deep repository
๐ Simulate a complete modern web ecosystem for autonomous AI agents to explore, interact, and be observed within a robust research platform.
๐ Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
๐ Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
Shell and coding agent on mcp clients
Self-hosted AI Coding Agent powered by Claude | Autonomous Development Platform | POC for Human-AI Collaboration
Self-hosted AI coding assistant
Autonomous local AI assistant in Go โ 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
No description
๐ง Enhance agent skills with the Awesome Agent Skills MCP Server, providing powerful tools for managing and optimizing agent functionality.
๐จ Generate diverse AI content effortlessly with powerful models for text-to-image, image-to-image, text-to-video, and more.
๐ง Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
Autonomous agents for everyone
Broken RAG For The Broken Souls
Run a full AI agent on mobile with local LLM calls, on-device memory, code execution, and native HTTP support in Capacitor apps.
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
The open-source framework that makes AI agents proactive, self-learning, and autonomous. Multi-project tracking, full logging pipeline, message discipline, and memory review system.
A self-operating entity with $50+ in real USDC that sells article summaries for $0.03, pays $0.018 in Ollama compute costs, and autonomously raises its price when running low all while tracking itsel
๐ A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
Supercharge Your LLM Application Evaluations ๐
๐ง Store and search your notes effectively with Git-native memory storage, enhancing productivity for Claude Code users.
No description
Orchestrate multiple agents to execute Claude Code workflows with cross-model verification for reliable AI code automation.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
Decentralized coordination protocol for autonomous agents
Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
A tool supports OPENAI and other LLMs with Claude Skills, you can also use it as a subagent
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
Specification andย documentation for the Model Context Protocol
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
๐ก๏ธ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
Your personal Multi-Agent portfolio manager and financial analyst team
Persistent, deterministic, and user-managed project memory for vibe coding.
Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้็บงๅผๆญฅไผๅ ็AI Agentๆกๆถ๏ผๆฏๆๅทฅๅ ท่ฐ็จใRAGใๅคๆบ่ฝไฝๅMCPใ
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
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!
Remote MCP server for ChromaDB
๐ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
Manage AI agents to add structure, memory, and accuracy to your AI-driven development projects across full stack applications.
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
๐ Next Generation Multi-tenant AI One-Stop Solution. Builtin Admin & Billing System. Enterprise-Grade Unified LLM Gateway Support for 200+ Models And 35+ Providers, Load Balacing w/ Priority-base Rou
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
๐ท Transform any camera into ROS2 image topics for seamless integration with robotic systems and effective VLA model deployment.
๐ Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
๐ค Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
๐ค Analyze financial data effortlessly with FinRobot, an open-source AI agent platform powered by large language models for insightful decision-making.
๐ ๏ธ Simplify your tasks with MineContext, an open-source AI tool that provides context-aware support for clarity and efficiency in work and study.
Build and run local AI agents with multi-model support, modular skills, secure controls, and multi-channel access for personal automation tasks.
Implement Recursive Language Models using Deno and Pyodide to enable scalable, code-driven prompt processing with modular sub-agent calls.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
๐ฌ Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDanceโs model.
Enable any language model with permanent, searchable memory using a lightweight middleware for on-demand retrieval and continuous learning.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
Extract state machines from code and model-check with TLA+/PlusCal
Open infrastructure/control plane for Unchained
An AI guardian that remembers, watches, and acts.
Generate a custom newspaper with an AI agent based on your favorite YouTube channels.
๐ง Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
๐ Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
No description
๐ Enable seamless browser automation in OpenCode with the Browser MCP plugin for easy navigation and task execution.
๐ค Orchestrate AI models like GPT and Claude for seamless collaboration in multi-agent development tasks with the Claude Team MCP Server.
๐ Automate literature surveys with AI agents using a structured protocol for thorough research and insightful report generation.
๐ ๏ธ Install, manage, and share Claude Code skills effortlessly with one command, streamlining your workflow and enhancing team collaboration.
๐ Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
๐ Fetch real-time cryptocurrency prices with a reliable server that uses Binance and CoinMarketCap for seamless data access and fallback.
๐ Optimize model loading in ComfyUI with flexible node connections and controlled sequences for better performance and memory management.
๐ค Explore and utilize top open-source tools for running, fine-tuning, and building LLMs entirely locally, without cloud dependencies or API keys.
๐ Build and launch a dynamic multi-agent ecosystem quickly with Swarm Factory, your go-to solution for adaptive AI development.
๐ Process JSON data in batches with `llm-batch`, leveraging sequential or parallel modes for efficient interaction with LLMs.
๐ง Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
๐ค Generate tailored AI training datasets quickly and easily, transforming your domain knowledge into essential training data for model fine-tuning.
Hawk CLI โ Model-Agnostic. Limitless Intelligence.
Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
GEON: Structure-first decoding via equivalence classes and field closure
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Nix packages for AI coding agents and development tools. Automatically updated daily.
Cloud native, ultra-high performance AI&API gateway, LLM API management, distribution system, open platform, supporting all AI APIs.๐ฆไบๅ็ใ่ถ ้ซๆง่ฝ AI&API็ฝๅ ณ๏ผLLM API ็ฎก็ใๅๅ็ณป็ปใๅผๆพๅนณๅฐ๏ผๆฏๆๆๆAI API๏ผไธ้ไบOpenAIใAzureใ
MCP server for searching and retrieving Claude Agent Skills using vector search
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi
AI/LLM tool use (function calling) JSON Schema generator - a Kotlin multiplatform library
๐ ๏ธ Simplify tool calls for any LLM with AnyToolCall, an OpenAI-compatible middleware that bypasses native constraints through prompt injection.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
Control autonomous AI agents by enforcing behavior rules to prevent unauthorized actions, improve focus, and boost execution efficiency.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
Connect Kimi Codeโs large-context reading with Claude Codeโs reasoning for efficient, cost-effective codebase analysis and edits.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
A Markdown-native task runtime for agentic workflows. (AI Generated)
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
Augment any database with VeriSimDB octad capabilities โ drift detection, provenance, temporal versioning, modality overlays
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
Wrap concurrent code in Pony reference capabilities for data-race freedom
Add provably safe ethical constraints to AI agents via Phronesis
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
Generate OTP supervision trees and fault-tolerance scaffolding
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
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
llm-skills breaks down complex AI tasks into small, reusable building blocks that work like LEGO pieces for browser based LLMs. Instead of writing one giant instruction, you snap these simple parts to
Throughline for long-running AI projects.
Lightweight coordination server for autonomous AI coding agents โ task claiming, file locks, message passing, and health monitoring over REST
an agentic stack for edge mcu, desktop, service, and app
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
AIGNE DocSmith is a powerful, AI-driven documentation generation tool built on the AIGNE Framework. It automates the creation of detailed, structured, and multi-language documentation directly from yo
Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
Lightweight hallucination detection framework for RAG applications
A command-line interface tool for serving LLM using vLLM.
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
Completely free opensource alternative to manus, openhands and cua
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
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
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
A code generator for array-based code on CPUs and GPUs
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
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
Autonomous cognition runtime โ persistent memory, world model, planner-verifier-critic loop, LLM-powered reasoning. Python.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
A Python-Script Based Generative AI platform
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
An open-source SSPM tool written in Go
Pure C ONNX runtime with zero dependancies for embedded devices
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively
A simple neural network inference framework
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
A simple task management system for managing AI dev in Cursor
A Model Context Protocol (MCP) server for square
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Safely run untrusted Python code using Pyodide and Deno
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐ป๐ค๐งช๐
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
๐ค AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
A fast and minimal framework for building agentic systems
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
LSP server leveraging LLMs for code completion (and more?)
PromptGPT is an opensource framework that enables users to automatically generate high-quality prompts with zero installations, coding necessary or technical knowledge. Promptgpt follows industry best
Roslyn Source Code Generators with Examples
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/