awesome-context-engineering
A curated collection of resources, papers, tools, and best practices for Context Engineering in AI agents and Large Language Models (LLMs).
https://github.com/yzfly/awesome-context-engineering
Last synced: about 2 hours ago
JSON representation
-
🙏 Acknowledgments
-
Contribution Categories
-
-
📖 Featured Articles
-
Advanced Context Engineering for Coding Agents
-
Anthropic / Claude
-
Claude Code Best Practices
-
dbreunig Context Engineering Series
-
Don't Build Multi-Agents (Cognition)
-
LangChain Context Engineering
-
Manus Context Engineering
-
-
🔗 Model Context Protocol (MCP)
-
Context7 MCP Server
-
MCP Ecosystem
- Filesystem Server - based context management
- Model Context Protocol
-
-
📑 Research Papers
-
Core Research Areas
-
Survey Papers
-
-
⭐ Star History
-
Contribution Categories
- ![Star History Chart - history.com/#yzfly/awesome-context-engineering&Date)
- ![Star History Chart - history.com/#yzfly/awesome-context-engineering&Date)
-
-
🛠️ Tools & Projects
-
Comprehensive Resources
-
Context Engineering Systems & Kits
- get-shit-done (GSD) - prompting, context engineering and spec-driven development system for Claude Code
- Agent Skills for Context Engineering - agent architectures
- GSD-2 - prompting / context engineering system enabling long-running autonomous agent work
- MineContext - aware AI companion
- how-claude-code-works
- pro-workflow - correcting memory Claude Code workflow, including context engineering
- Advanced Context Engineering for Coding Agents
- Context Engineering Kit
- ACE (Agentic Context Engineering)
- Practical Guide to Context Engineering - on guide (in Chinese) to context engineering for LLM applications
- kit
- RepoPrompt CE
- context-engineering (outcomeops) - to-end on Amazon Bedrock
- Project Context Records (PCR) - engineering methodology that keeps a durable, repo-versioned archive of a project's meta-context (the why, architecture, and maintainer decisions) so AI collaborators inherit its judgment instead of re-deriving it
- interview-prep-template - layer context-engineering template (immutable sources → agent-maintained wiki → operating-manual file) where the agent synthesizes raw material into reusable answers, frameworks, and scored debriefs that compound over time
-
Development Frameworks
-
Memory & Compression
- Letta (MemGPT) - term memory
- Mem0
- LLMLingua - efficient LLM inference
- claude-mem - session memory for Claude Code that automatically captures, compresses, and re-injects context across sessions
- LeanCTX (lean-ctx) - first design
- headroom - 95% of tokens
- Accordion - relevant blocks in the background via pluggable "conductors" that rank block relevance, instead of lossy all-or-nothing compaction
-
Programming Languages
Categories
Sub Categories
Context Engineering Systems & Kits
15
Comprehensive Resources
7
Memory & Compression
7
Core Research Areas
5
Contribution Categories
3
Anthropic / Claude
3
Advanced Context Engineering for Coding Agents
2
dbreunig Context Engineering Series
2
Development Frameworks
2
MCP Ecosystem
2
LangChain Context Engineering
1
Claude Code Best Practices
1
Don't Build Multi-Agents (Cognition)
1
Context7 MCP Server
1
Survey Papers
1
Manus Context Engineering
1
Keywords
llm
8
context-engineering
7
ai
6
ai-agents
5
rag
5
mcp
4
claude-code
4
agent
3
python
3
anthropic
2
mcp-server
2
meta-prompting
2
spec-driven-development
2
context-window
2
token-optimization
2
memory
2
long-term-memory
2
chatgpt
2
developer-tools
2
agents
2
openai
2
prompt-engineering
2
artificial-intelligence
1
ai-memory
1
deep-learning
1
cognitive-science
1
awesome-list
1
agi
1
agentic-ai
1
language-model
1
vibe-coding
1
llm-agent
1
opencode
1
llms
1
humanlayer
1
human-in-the-loop
1
codex
1
amp
1
application
1
chatbots
1
state-management
1
genai
1
vision-language-model
1
compression
1
fastapi
1
langchain
1
proxy
1
agentic-coding
1
ai-coding
1
copilot
1