#Context-engineering
Showing 60 of 166 repositories tagged #context-engineering, ranked by stars
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and multi-agent shared state on disk. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard.
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
Incremental engine for long horizon agents ๐ Star if you like it!
Agentic AI Framework for Java Developers
Memory library for building stateful agents
MineContext is your proactive context-aware AI partner๏ผContext-Engineering+ChatGPT Pulse๏ผ
Agent Skills as a Memory Layer
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.
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents โ one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60โ90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
Agent Package Manager
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
๐ Two books on harness engineering โ the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev
Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested skills.
๐ง Make your agents learn from experience. Now available as a hosted solution at kayba.ai
A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent ๐ Star if you like it!
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgrade its functionalityโeliminating the friction of fragmented tools and complex harnesses.
The semantic deployment platform.
The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.
Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
Semantica ๐ง โข Build AI systems that can explain, trace, and justify every decision. Knowledge graphs, context graphs, reasoning engines, provenance, and governance for production AI.
๐พ nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
AI coding dream team of agents for VS Code. Claude Code + openai Codex collaborate in brainstorm mode, debate solutions, and synthesize the best approach for your code.
Turn any repo into an agent-ready workspace for Claude Code, Codex, Cursor, and other coding agents.
from vibe coding to agentic engineering - practice makes codex perfect
Context drive for your AI agents
The foundation layer for agentic intelligence.
AgnosticUI Local (v2) is a CLI-based UI component library that copies components directly into your project. Works with AI tools, agent-driven UIs, and prompt-ready workflows.
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
OpenLoomi is a Claude Cowork-style open-source alternative for builders who want local-first work memory around their AI agents
The definitive resource for Agent Skills - modular capabilities revolutionizing AI agent architecture
Copy AI conversations as clean Markdown Context Bundles โ one click from ChatGPT, Claude, Gemini, DeepSeek, Grok & GitHub. Copy from sidebar without opening. Zero upload, 100% local, open source.
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
๐ฟ FableCodex is a Codex-style coding agent workflow that plans like Fable.
Make your OpenClaw AI agent faster, smarter, and cheaper. Speed optimization, memory architecture, context management, model selection, and one-shot development guide.
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and managed agents, emerging agent runtimes, and production AI workflow patterns.
AI ๅบ็จๅผๅใAI ็ผ็จๅฎๆไธ้ข่ฏๆๅ๏ผๆถต็ LLMใAgentใRAGใMCPใClaude CodeใCodex ็ญๆ ธๅฟๆๆฏไธๅทฅ็จๅฎ่ทตใ
Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it.
Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics
Smart(er) code reading for humans and AI agents. Reduces cost per correct answer by ~40% on average. Install: cargo install tilth -or- npx tilth
Project memory system for AI coding assistants (Claude Code, Cursor, Codex): session logs, project wiki, rules, TODOs, and handoff.
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.
A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.
Open, MIT context format for AI coding agents: centralized .aigx/ rules + a per-file boundary index that targets the right rules, forbidden imports, and gotchas to each file. The only context format validated in a controlled benchmark. Tool-agnostic; nothing injected into your source.
Asking yours data in a natural language way through pre-modeling (data models and semantic models).
Cognitive memory for AI agents โ learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Nexus, the shared context plane where every agent and human connect, collaborate, and evolve together.
A persistent, file-based memory layer for coding agents โ give Claude Code, Codex & others a project brain (durable decisions, requirements, constraints) via a zero-dependency CLI.
Finish What You Start โ Context engineering for Claude Code. Sessions last 20+ exchanges instead of crashing at 7.
A pure-Python context management layer for LLM systems โ retrieval, re-ranking, memory decay, and token-budget enforcement in one pipeline.
iOS development ClaudeCode plugin for mindful token and context usage. Contains modular MCPs that group various Xcode/IDB tools based on your current workflow.
RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning
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, intelligent agents, and dynamic RAG frameworks. The projects demonstrate practical applications across various domains.
Reduce logs to their semantic anomalies