The best context-mode alternatives

Graft

trailhq/Graft

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

Choose Graft if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need ai-agents or anthropic

Shares claude-code, codex, mcp, mcp-server with context-mode.

ruflo

ruvnet/ruflo

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Choose ruflo if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (80.8k)
• you specifically need agentic-ai or agentic-framework

Shares claude-code, codex, mcp-server, skills with context-mode.

mcp-use

mcp-use/mcp-use

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Choose mcp-use if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need agent-plugins or agentic-framework

Shares claude-code, mcp, mcp-server, mcp-tools with context-mode.

ouroboros

Q00/ouroboros

Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

Choose ouroboros if…

• you would rather work in Python than TypeScript
• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need agent-os or agentic-ai

Shares claude-code, codex, mcp, opencode with context-mode.

modlens

liustack/modlens

The first vision plugin for DeepSeek Harness, and the vision bridge for every text-only coding agent. Paste an image, get structured JSON evidence (OCR, layout, semantics). | 全网最强 DeepSeek Harness 外挂视觉插件，为 DeepSeek、GLM 等纯文本模型外挂视觉能力，粘贴图片即得结构化 JSON 证据（OCR、版面、语义）。

Choose modlens if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need agent-skills or claude-skills

Shares claude-code, codex, openclaw, pi-agent with context-mode.

AionUi

iOfficeAI/AionUi

Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Customize your assistants | Team them up｜Star if you like it!

Choose AionUi if…

• you need a detected license — this one reports Apache License 2.0
• you specifically need acp or agent-team

Shares claude-code, codex, openclaw, opencode with context-mode.

paseo

getpaseo/paseo

Orchestrate multiple coding agents from desktop and mobile

Choose paseo if…

• you specifically need ade or agents

Shares claude-code, codex, copilot, opencode with context-mode.

loop-engineering

cobusgreyling/loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Choose loop-engineering if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need agentic-ai or ai-agents

Shares claude, claude-code, codex, mcp with context-mode.

gentle-ai

Gentleman-Programming/gentle-ai

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Spec-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

Choose gentle-ai if…

• you would rather work in Go than TypeScript
• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need agent-skills or ai-agents

Shares claude-code, codex, copilot, mcp with context-mode.

codebase-memory-mcp

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Choose codebase-memory-mcp if…

• you would rather work in C than TypeScript
• you need a detected license — this one reports MIT License
• you specifically need aider or ast

Shares claude-code, codex, mcp, mcp-server with context-mode.

serena

oraios/serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Choose serena if…

• you would rather work in Python than TypeScript
• you need a detected license — this one reports MIT License
• you specifically need agent or ai

Shares claude, claude-code, codex, mcp-server with context-mode.

distilly

titanwings/distilly

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill（原同事 Skill）.

Choose distilly if…

• you need a detected license — this one reports MIT License
• you specifically need agent-skills or agentic-ai

Shares claude-code, codex, openclaw, opencode with context-mode.