Search results for "constraints"
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.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) β desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.
ARIS βοΈ (Auto-Research-In-Sleep) β Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in β works wi
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.
The worldβs 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
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)
Give any AI agent a full desktop β 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
MCP server to manage Facebook and Instagram Ads (Meta Ads)
A secure, durable runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
[ARCHIVED] ε·²θΏη§»ε° MIXIA-Framework repo
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...
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards
π₯ 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.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles β unified tools, skills, memory, and orchestration with built-in constraints, feedbac
SRE Agent - CNCF Sandbox Project
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
A Multi-Agentic AI Assistant/Builder
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules β running loca
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI β β©0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding β they're redefining how software changes the world.
Exa MCP for web search and web crawling!
GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex CLI, and Kilo Code.
π₯ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
An open-source harness for spec-driven code generation.
MCP server for token-efficient large document analysis via the use of REPL state
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
Must-read papers on Repository-level Code Generation & Issue Resolution π₯
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.
A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity β handles typos, transpositions, and blind continuation. Zero-al
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
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.
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++.
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
Transforms simple raw prompts into a structured more structured and scalable prompts
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:
AgentPin agent pinning protocol, part of the Symbiont Agent Trust Stack
A guidance language for controlling large language models.
MCAF is a framework for building software products together with AI coding agents.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM β local or cloud.
Structured Outputs
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.
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
π‘βοΈAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reportingπ‘βοΈ
AI-powered PRD generation for Claude Code with taskmaster integration
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
DSPy: The framework for programmingβnot promptingβlanguage models
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.
Persistent, deterministic, and user-managed project memory for vibe coding.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
π οΈ Simplify tool calls for any LLM with AnyToolCall, an OpenAI-compatible middleware that bypasses native constraints through prompt injection.
Add provably safe ethical constraints to AI agents via Phronesis
AI/LLM tool use (function calling) JSON Schema generator - a Kotlin multiplatform library
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
A Markdown-native task runtime for agentic workflows. (AI Generated)
Extract state machines from code and model-check with TLA+/PlusCal
Throughline for long-running AI projects.
Lightweight hallucination detection framework for RAG applications
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
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